Out-of-pocket medical spending for care of chronic conditions

Validation and optimal cut-off score of the World Health Organization Well-being Index (WHO-5) as a screening tool for depression among patients with schizophrenia

BACKGROUND

The utility of the World Health Organization Wellbeing Index (WHO-5) as rapid screening tool for depression has not yet been researched in the context of schizophrenia. The goals of this study were twofold: (1) to test the psychometric properties of the WHO-5 in a sample of Arabic-speaking patients with schizophrenia from Lebanon, with particular emphasis on validating the WHO-5 as a screening tool for wellbeing and depression in patients with schizophrenia; and (2) to determine the optimal cut-off point to identify schizophrenia patients with depression.

METHODS

Chronic, remitted patients with schizophrenia took part in this cross-sectional study between August and October 2023 (n = 117; mean age of 57.86 ± 10.88 years and 63.3% males). The Calgary Depression Scale for Schizophrenia (CDSS) was included as index of validity. For the validation of the WHO-5 scale, we performed a confirmatory factor analysis (CFA) using the original structure of the scale. To assess the discriminatory validity of the Arabic version of the WHO-5 as a screening tool for depression, we conducted a Receiver operating characteristic (ROC) curve analysis, taking the WHO-5 reversed score against the dichotomized CDSS score at a cut off value of 6.

RESULTS

The results of CFA supported the originally proposed unidimensional structure of the measure, with good internal consistency reliability (α = 0.80), concurrent validity, and cross-sex measurement invariance. The WHO-5 showed a sensitivity of 0.8 and a specificity of 0.7 in the detection of depression with a cut-off point of 9.5. The validity of the WHO-5 as a screening tool for depression was supported by the excellent discrimination AUC value of 0.838. Based on this WHO-5 cut-off value, 42.6% of the patients were screened as having a depression.

CONCLUSION

The study contributes to the field by showing that the WHO-5 is a concise and convenient self-report measure for quickly screening and monitoring depressive symptoms in patients with schizophrenia. It is therefore highly recommended to apply this cut-off point for screening and follow-up assessments. The current findings will hopefully encourage clinicians and researchers working in Arab settings, who are often confronted with significant time and resource constraints, to start using the WHO-5 to aid their efforts in mitigating depression in this vulnerable population and fostering research in this under-researched area.

One-year trajectories of nutritional status in perimenopausal women: a community-based multi-centered prospective study

BACKGROUND

Nutritional status is a modifiable factor associated with perimenopausal women's health and quality of life. Assessing body composition indicators helps to comprehensively understand nutritional status compared with using body mass index (BMI) only. However, few published studies measured the trends in body composition among perimenopausal women.

OBJECTIVES

To assess the one-year trajectory of the nutritional status of perimenopausal women and to explore its influential factors.

METHODS

A community-based observational study with 3-wave repeated measurements at 6-month intervals was carried out. The nutritional status indicators include weight, body mass index (BMI), and body composition variables. Bioelectrical impedance analysis was used to assess body composition. Repeated measures ANOVA and Chi-square test were used to calculate the changes in nutritional status and generalized estimating equations were performed to explore their influential factors.

RESULTS

2760 participants completed the study. Increasing trajectories in weight (from 56.05 ± 7.55 to 57.02 ± 7.60), fat mass (from 17.99 ± 4.80 to 20.49 ± 4.90), and waist-hip ratio (from 0.86 ± 0.04 to 0.91 ± 0.15) were found (P < 0.001). Decreasing trajectories in skeletal muscle (from 20.30 ± 2.38 to 19.19 ± 2.46), protein level (from 7.39 ± 0.79 to 7.06 ± 0.81), and total body water (from 27.87 ± 2.92 to 27.00 ± 3.01) were found (P < 0.001). Being married/unmarried with a partner and without negative life events were associated with higher total body water, skeletal muscle, and protein level, while negatively associated with fat mass and waist-hip ratio. Age was positively associated with fat mass (P < 0.001). Participants with junior high school education were prone to increased fat mass (P = 0.018) compared with those holding primary school education and below. A per capita monthly income of 1500 to 3000 Yuan was associated with higher total body water, skeletal muscle, and protein level (P < 0.001) compared with a per capita monthly income of less than 1500 Yuan.

CONCLUSION

Worsening nutritional status exists in perimenopausal women, which is characterized by increased weight, fat mass, and waist-hip ratio, and decreased skeletal muscle, total body water, and protein level. For greater efficiency, precision nutritional interventions are needed, and recipients should be classified into different risk levels based on their sociodemographic background.

The impact of the Sri Lankan economic crisis on medication adherence: An online cross-sectional survey

Background

The economic crisis in Sri Lanka has disarrayed the country's healthcare services, posing a challenge to people with chronic diseases on routine care. This study investigated the changes in medication adherence during the economic crisis.

Methods

A web-based cross-sectional survey was undertaken in July-August 2022. It assessed socio-demographics, diseases, medication adherence, and reasons for changes in compliance of respondents and their family members during the economic crisis. Descriptive statistics and multivariable logistic regression analysis were used.

Findings

A total of 1214 respondents, aged ≥18 years were included in the survey. The majority were females (60%). The main finding was that 39%, 41%, and 37% of participants, their family members, or children respectively have changed medication use during the crisis. Among those who changed their medication practices, the most significant change was the change in the brand, reported by 44.7% of the respondents. A similar pattern was observed among other family members, with 61.3% of adults and 53.8% of children switching brands. Respondents who lived outside the Colombo district had a significantly increased risk of changing medication (OR = 1.425, 95% CI = 1.020-1.992, P = 0.038). Respondents with monthly incomes of less than 100,000 LKR had a twofold greater risk of medication nonadherence compared to participants who earned more than 100,000 LKR per month (OR = 2.278, 95% CI = 1.37-3.78, P = 0.001). The most stated reason for changing medication among adults was the high cost of drugs, whereas among, children, the lack of access to drugs in the public or private sector was the leading cause of non-compliance.

Interpretation

The population's adherence to medication is negatively impacted by the economic crisis in Sri Lanka.

Development and psychometric evaluation of TEXP-Q: a questionnaire measuring transition and transfer experiences in emerging adults with type 1 diabetes

BACKGROUND

During transition to adulthood and transfer to adult healthcare, emerging adults with chronic conditions are at risk of deteriorating disease control, well-being, and acute, as well as long-term complications. Despite an increasing call for person-centred healthcare services attuned to young peoples' needs, few validated instruments exist pinpointing adolescents' and emerging adults' experiences of preparation for transition and transfer. Thus, the overarching purpose of this study was to develop a person-centred, clinically applicable instrument (Transitional care EXPeriences Questionnaire, TEXP-Q) adjustable to different chronic conditions, although the focus in the present study was Type 1 Diabetes. The specific aim was, therefore, to describe the development and psychometric evaluation of TEXP-Q in emerging adults with Type 1 Diabetes.

METHODS

Initial development of the TEXP-Q was inspired by existing research. Items were formulated in accordance with consensus recommendations for developing patient-reported measures, and extra consideration was taken to ensure person-centredness. Psychometric evaluation comprised two phases: In phase I, data from cognitive interviews, content validity indexing, and judgement of an expert panel provided information on face and content validity. In phase II, data from a cross-sectional study conducted at eight adult diabetes outpatient clinics in Sweden (n = 163) allowed for explorative factor analysis (EFA), as well as calculation of content validity, reliability and responsiveness.

RESULTS

Combining results from cognitive interviews, content validity index values and expert panel judgement, a test version of TEXP-Q was developed, the content and face validity of which were considered good. This version consisted of 17 items answered on a five-point Likert scale, and three open-ended questions answered in free text. During EFA, four items were removed, and a three-factor solution was recognised as most adequate, accounting for 60% cumulative variance and one single cross-loading. After EFA, the instrument comprised 13 questions, divided into three latent factors. Cronbach's alpha for the complete instrument was 0.866, which indicates good internal consistency. Crohnbach's alpha approximated to 0.8 for all factors respectively.

CONCLUSION

TEXP-Q is a newly developed, person-centred instrument which has proven to be both valid and reliable when applied to youths with T1D. The questionnaire fills a need for instruments focusing on emerging adults' experiences of preparation for transition and transfer.

A scoping review on the factors associated with the lost to follow-up (LTFU) amongst patients with chronic disease in ambulatory care of high-income countries (HIC)

BACKGROUND

Despite the importance of long term follow-up care for patients with chronic disease, many patients fail to adhere to their follow-ups, which increase their risk of further health complications. Therefore, the purpose of this scoping review was to find out the factors associated with lost to follow-up (LTFU) amongst patients with chronic disease in the ambulatory care setting of high-income countries (HICs) to gain insights for better quality of care. Understanding the definition of LTFU is imperative in informing patients, health professionals and researchers for clinical and research purposes. This review also provided an overview of the terms and definitions used to describe LTFU.

METHODS

The following databases: CINAHL, EMBASE, Medline, PsycINFO and Web of Science were searched for studies investigating the factors associated to LTFU from the date of inception until 07 January 2022.

RESULTS

Five thousand one hundred and seven records were obtained across the databases and 3,416 articles were screened after removing the duplicates. 25 articles met the inclusion criteria, of which 17 were cohort studies, five were cross-sectional studies and three were case-control studies. A total of 32 factors were found to be associated with LTFU and they were categorised into patient factors, clinical factors and healthcare provider factors.

CONCLUSION

Overall, the factors associated with LTFU were generally inconsistent across studies. However, some factors such as financial factors (i.e., no insurance coverage) and low accessibility of care were consistently associated with LTFU for both mental and physical chronic conditions. The operational definitions of LTFU also varied greatly across studies. Given the mixed findings, future research using qualitative aproaches would be pivotal in understanding LTFU for specific chronic diseases and the development of targeted interventions. Additionally, there is a need to standardise the operational definition of LTFU for research as well as clinical practice purposes.

Exploring negative symptoms heterogeneity in patients diagnosed with schizophrenia and schizoaffective disorder using cluster analysis

BACKGROUND

Dissecting the heterogeneity of schizophrenia may help foster progress in understanding its etiology and lay the groundwork for the development of new treatment options for primary or enduring negative symptoms (NS). In this regard, the present study aimed to: (1) to use cluster analysis to identify subgroups of Lebanese patients diagnosed with either schizophrenia or schizoaffective disorder based on NS clusters, and (2) to relate the statistically-derived subgroups to clinically relevant external validators (including measures if state and trait depression, stigma, insight, loneliness, social support).

METHOD

A total of 202 adult long-stay, chronic, and clinically remitted patients (166 diagnosed with schizophrenia and 36 with schizoaffective disorder) were enrolled. A cluster analysis approach was adopted to classify patients based on the five NS domains social withdrawal, emotional withdrawal, alogia, avolition and anhedonia.

RESULTS

A three-cluster solution was obtained based on unique NS profiles, and divided patients into (1) low NS (LNS; 42.6%) which characterized by the lowest mean scores in all NS domains, (2) moderate NS (MNS; 25.7%), and (3) high NS (HNS; 31.7%). Post-hoc comparisons showed that depression (state and trait), loneliness and social support could accurately distinguish the schizophrenia subgroups. Additionally, individuals in the HNS cluster had longer duration of illness, longer duration of hospitalization, and were given higher dosages of antipsychotic medication compared to those in the other clusters, but these differences did not achieve the statistical significance.

CONCLUSION

Findings provide additional support to the categorical model of schizophrenia by confirming the existence of three alternate subtypes based on NS. The determination of distinct NS subgroups within the broad heterogeneous population of people diagnosed with schizophrenia may imply that each subgroup possibly has unique underlying mechanisms and necessitates different treatment approaches.

Relationships of hospitalization outcomes and timing to endoscopy in non-variceal upper gastrointestinal bleeding: A nationwide analysis

BACKGROUND

The optimal timing of esophagogastroduodenoscopy (EGD) and the impact of clinico-demographic factors on hospitalization outcomes in non-variceal upper gastrointestinal bleeding (NVUGIB) remains an area of active research.

AIM

To identify independent predictors of outcomes in patients with NVUGIB, with a particular focus on EGD timing, anticoagulation (AC) status, and demographic features.

METHODS

A retrospective analysis of adult patients with NVUGIB from 2009 to 2014 was performed using validated ICD-9 codes from the National Inpatient Sample database. Patients were stratified by EGD timing relative to hospital admission (≤ 24 h, 24-48 h, 48-72 h, and > 72 h) and then by AC status (yes/no). The primary outcome was all-cause inpatient mortality. Secondary outcomes included healthcare usage.

RESULTS

Of the 1082516 patients admitted for NVUGIB, 553186 (51.1%) underwent EGD. The mean time to EGD was 52.8 h. Early (< 24 h from admission) EGD was associated with significantly decreased mortality, less frequent intensive care unit admission, shorter length of hospital stays, lower hospital costs, and an increased likelihood of discharge to home (all with P < 0.001). AC status was not associated with mortality among patients who underwent early EGD (aOR 0.88, P = 0.193). Male sex (OR 1.30) and Hispanic (OR 1.10) or Asian (aOR 1.38) race were also independent predictors of adverse hospitalization outcomes in NVUGIB.

CONCLUSION

Based on this large, nationwide study, early EGD in NVUGIB is associated with lower mortality and decreased healthcare usage, irrespective of AC status. These findings may help guide clinical management and would benefit from prospective validation.

Multimorbidity, healthcare utilization, and quality of life for older patients undergoing surgery: A prospective study

Multimorbidity (≥2 chronic illnesses) is a worldwide healthcare challenge. Patients with multimorbidity have a reduced quality of life and higher mortality than healthy patients and use healthcare resources more intensively. This study investigated the prevalence of multimorbidity; examined the effects of multimorbidity on healthcare utilization; healthcare costs of multimorbidity; and compared the associations between the health-related quality of life (HRQoL) of older patients undergoing surgery and multimorbidity, the Charlson Comorbidity Index (CCI), the Simple Frailty Questionnaire (FRAIL), and the American Society of Anesthesiologists (ASA) physical status classifications. This prospective cohort study enrolled 360 patients aged > 65 years scheduled for surgery at a university hospital. Data were collected on their demographics, preoperative medical profiles, healthcare costs, and healthcare utilization (the quantification or description of the use of services, such as the number of preoperative visits, multiple-department consultations, surgery waiting time, and hospital length of stay). Preoperative-assessment data were collected via the CCI, FRAIL questionnaire, and ASA classification. HRQoL was derived using the EQ-5D-5L questionnaire. The 360 patients had a mean age of 73.9 ± 6.6 years, and 37.8% were men. Multimorbidity was found in 285 (79%) patients. The presence of multimorbidity had a significant effect on healthcare utilization (≥2 preoperative visits and consultations with ≥2 departments). However, there was no significant difference in healthcare costs between patients with and without multimorbidity. At the 3-month postoperative, patients without multimorbidity had significantly higher scores for HRQoL compared to those with multimorbidity (HRQoL = 1.00 vs 0.96; P < .007). While, patients with ASA Class > 2 had a significantly lower median HRQoL than patients with ASA Class ≤2 at postoperative day 5 (HRQoL = 0.76; P = .018), 1-month (HRQoL = 0.90; P = .001), and 3-months (HRQoL = 0.96; P < .001) postoperatively. Multimorbidity was associated with a significant increase in the healthcare utilization of the number of preoperative visits and a greater need for multiple-department consultations. In addition, multimorbidity resulted in a reduced HRQoL during hospital admission and 3-months postoperatively. In particular, the ASA classification > 2 apparently reduced postoperative HRQoL at day 5, 1-month, and 3-months lower than the ASA classification ≤2.

Depressive symptoms and physical activity among community-dwelling perimenopausal women: a prospective longitudinal study

BACKGROUND

Women in perimenopause are vulnerable to depressive symptoms, and physical activity was reported to be a potential protective factor. The trajectories of physical activity and depressive symptoms over time and their longitudinal relationships in Chinese perimenopausal women have not been explored yet, leaving a research gap hindering us from better understanding and managing perimenopause depressive symptoms.

METHODS

A multi-center prospective longitudinal study was conducted in four cities in Sichuan Province, China. Depressive symptoms and physical activity in perimenopausal women were collected in March 2019, June 2019, September 2019, and December 2019, respectively. Multivariable linear regression by generalized estimation equation was used to identify the relevant factors associated with depressive symptoms and physical activity. A four-wave autoregressive and cross-lagged panel model was performed to explore their longitudinal relationships.

RESULTS

A total of 1875 women who completed the four-wave data collection were included in the data analysis. Depressive symptoms exacerbated over time and were associated with women's age, monthly income, marital status, chronic disease, and negative life events. Physical activity decreased over time and was associated with educational background and monthly income. According to the cross-lagged panel model, perimenopausal women with more severe depressive symptoms tended to be less physically active, and similarly, perimenopausal women with less physical activity were more prone to report more severe depressive symptoms.

CONCLUSION

The cross-lagged panel model disclosed longitudinal bidirectional relationships between depressive symptoms and physical activity in perimenopausal women. Appropriate physical activity should be recommended for perimenopausal women to improve their mental well-being. Tailored physical activity duration and maintenance measures should be proposed based on different sociodemographic statuses.

Assessing the inequality in out-of-pocket health expenditure among the chronically and non-chronically ill in Saudi Arabia: a Blinder-Oaxaca decomposition analysis

BACKGROUND

Many high-income countries have made significant progress towards achieving universal health coverage. Nevertheless, out-of-pocket (OOP) health expenditure continues to undermine the effectiveness of the universal healthcare system. In Saudi Arabia, due to the overburdened free public health services, many people opt for alternative healthcare services, risking high OOP payments. The presence of chronic illness further exacerbates this situation. However, there is limited evidence on the extent of the gap in OOP health expenditure between the chronically and non-chronically ill and the associated drivers contributing to this gap. The aim of this study was to assess inequalities in relative OOP health expenditure, estimated as the percentage of income spent on healthcare, between the chronically and non-chronically ill in Saudi Arabia and their associated drivers.

METHODS

Data from 10,785 respondents were obtained from a national cross-sectional survey conducted in Saudi Arabia as part of the 2018 Family Health Survey. Inequalities in relative OOP health expenditure were measured using concentration indices and curves. A Blinder-Oaxaca decomposition analysis was used to assess the differences in relative OOP health expenditure between the chronically and non-chronically ill.

RESULTS

The results showed that the chronically ill experience a higher financial burden due to healthcare services in absolute costs and relative to their income compared to the non-chronically ill. In addition, there was higher pro-poor inequality (-0.1985) in relative OOP health expenditure among the chronically ill compared to that (-0.1195) among the non-chronically ill. There was a 2.6% gap in relative OOP health expenditure among the chronically and non-chronically ill, of which 53.8% was attributable to unexplained factors, with explained factors accounting for the 46.2% difference. Factors that significantly contributed to the overall gap (i.e. both explained and non-explained factors) included employment status, insurance status, self-rated health, and periodic check-ups.

CONCLUSION

This study underscores the high financial burden due to OOP payments among the chronically ill and the existence of pro-poor inequalities. In addition, there is a significant gap in relative OOP health expenditure between the chronically and non-chronically ill, which is mainly attributable to differences in socio-economic characteristics. This indicates that the existing financial mechanisms have not been sufficient in cushioning the chronically ill and less well off in Saudi Arabia. This situation calls for health policymakers to integrate a social safety net into the health financing system and to prioritize the disadvantaged population, thereby ensuring access to health services without experiencing financial hardship.

Multimorbidity and out-of-pocket expenditure for medicines in China and India

Introduction

Using nationally representative survey data from China and India, this study examined (1) the distribution and patterns of multimorbidity in relation to socioeconomic status and (2) association between multimorbidity and out-of-pocket expenditure (OOPE) for medicines by socioeconomic groups.

Methods

Secondary data analysis of adult population aged 45 years and older from WHO Study on Global Ageing and Adult Health (SAGE) India 2015 (n=7397) and China Health and Retirement Longitudinal Study (CHARLS) 2015 (n=11 570). Log-linear, two-parts, zero-inflated and quantile regression models were performed to assess the association between multimorbidity and OOPE for medicines in both countries. Quantile regression was adopted to assess the observed relationship across OOPE distributions.

Results

Based on 14 (11 self-reported) and 9 (8 self-reported) long-term conditions in the CHARLS and SAGE datasets, respectively, the prevalence of multimorbidity in the adult population aged 45 and older was found to be 63.4% in China and 42.2% in India. Of those with any long-term health condition, 38.6% in China and 20.9% in India had complex multimorbidity. Multimorbidity was significantly associated with higher OOPE for medicines in both countries (p<0.05); an additional physical long-term condition was associated with a 18.8% increase in OOPE for medicine in China (p<0.05) and a 20.9% increase in India (p<0.05). Liver disease was associated with highest increase in OOPE for medicines in China (61.6%) and stroke in India (131.6%). Diabetes had the second largest increase (China: 58.4%, India: 91.6%) in OOPE for medicines in both countries.

Conclusion

Multimorbidity was associated with substantially higher OOPE for medicines in China and India compared with those without multimorbidity. Our findings provide supporting evidence of the need to improve financial protection for populations with an increased burden of chronic diseases in low-income and middle-income countries.

Association of Pediatric Strabismus and Functional Impairment: A Cross-sectional Nationwide Analysis

PURPOSE

To examine the association of childhood strabismus with functional limitation to identify particular domains of impairment.

METHODS

The authors analyzed 201 children ages 5 to 17 years with strabismus enrolled in the 1996-2015 Medical Expenditure Panel Surveys, representative annual surveys of the U.S.

POPULATION

Functional impairment was assessed using the Columbia Impairment Scale (CIS), a validated measure of behavioral and psychosocial functioning. A CIS score of 16 or greater defined clinically significant functional impairment. Multivariate regression models adjusted for age, sex, race, ethnicity, household income, geographic location, and insurance type were constructed to examine the association of strabismus diagnosis with overall impairment and individual domains of function.

RESULTS

Children diagnosed as having strabismus had higher rates of clinically significant functional impairment compared to those without strabismus (15.1% vs 9.1%, adjusted odds ratio [95% CI]: 1.82 [1.11 to 2.97], P = .02). Moreover, strabismus diagnosis was associated with higher rates of problems with getting along with their mother (1.70 [1.21 to 2.40], P = .003) and father (1.66 [1.16 to 2.38], P = .006), getting along with other children (1.67 [1.16 to 2.40], P = .006), behavior at home (1.94 [1.37 to 2.74], P = .0002), staying out of trouble (1.52 [1.04 to 2.23], P = .03), nervousness (1.49 [1.05 to 2.11], P = .02), and getting involved with sports and hobbies (1.55 [1.03 to 2.34], P = .04).

CONCLUSIONS

Childhood strabismus is associated with 1.8-fold greater odds of clinically significant functional impairment, with greater dysfunction in specific relationship and behavioral domains. Functional burden may be an important consideration in management decisions. [J Pediatr Ophthalmol Strabismus. 20XX;X(X):XX-XX.].

Fatigue severity and avoidance among individuals with chronic disease: A meta-analysis

OBJECTIVE

Fatigue is a common, debilitating symptom experienced by individuals with chronic disease. Avoidance, or the act of evading unwanted experiences, is associated with fatigue across chronic disease samples. The current study sought to determine the strength of association between fatigue severity and avoidance in individuals with chronic disease.

METHODS

PubMed, PsycINFO, CINAHL, and ProQuest Dissertations and Theses databases were searched. Eligible studies measured fatigue and avoidance in chronic disease samples. Sixty-six studies were included. Data analyses were conducted in Rstudio. A random effects model was employed, and a weighted mean effect size was computed for fatigue severity and avoidance. Mixed-effects meta-regression analyses were conducted to examine moderating variables, including patient, clinical, and measurement characteristics. Publication bias was examined using funnel plot, trim-and-fill, and p-curve.

RESULTS

The meta-analysis comprised of 71 unique patient samples from 66 studies. The total number of included participants was 13,024. A small, positive association was found between fatigue severity and avoidance, r(71) = 0.22, p < .001, 95% CI [0.18-0.27], SE = 0.02. There was also significant heterogeneity, Q(70) = 349.96, p < .001. Moderator analyses examining age, sex, illness duration, avoidance type, and disease sample were all non-significant. Regarding publication bias, trim-and-fill resulted in a modified weighted mean effect size (r(83) = 0.18, p < .001) and a p-curve analysis supported the evidential value of the current analysis.

CONCLUSION

Findings support that among individuals with chronic disease, fatigue severity and avoidance are positively associated, which has implications for behavioral interventions in this population.

Maternal Schizophrenia and the Risk of a Childhood Chronic Condition

BACKGROUND AND HYPOTHESIS

Maternal schizophrenia heightens the risk for certain perinatal complications, yet it is not known to what degree future childhood chronic health conditions (Childhood-CC) might arise.

STUDY DESIGN

This population-based cohort study using health administrative data from Ontario, Canada (1995-2018) compared 5066 children of mothers with schizophrenia to 25 324 children of mothers without schizophrenia, propensity-matched on birth-year, maternal age, parity, immigrant status, income, region of residence, and maternal medical and psychiatric conditions other than schizophrenia. Cox proportional hazard models generated hazard ratios (HR) and 95% confidence intervals (CI) for incident Childhood-CCs, and all-cause mortality, up to age 19 years.

STUDY RESULTS

Six hundred and fifty-six children exposed to maternal schizophrenia developed a Childhood-CC (20.5/1000 person-years) vs. 2872 unexposed children (17.1/1000 person-years)-an HR of 1.18, 95% CI 1.08-1.28. Corresponding rates were 3.3 vs. 1.9/1000 person-years (1.77, 1.44-2.18) for mental health Childhood-CC, and 18.0 vs. 15.7/1000 person-years (1.13, 1.04-1.24) for non-mental health Childhood-CC. All-cause mortality rates were 1.2 vs. 0.8/1000 person-years (1.34, 0.96-1.89). Risk for children exposed to maternal schizophrenia was similar whether or not children were discharged to social service care. From age 1 year, risk was greater for children whose mothers were diagnosed with schizophrenia prior to pregnancy than for children whose mothers were diagnosed with schizophrenia postnatally.

CONCLUSIONS

A child exposed to maternal schizophrenia is at elevated risk of chronic health conditions including mental and physical subtypes. Future research should examine what explains the increased risk particularly for physical health conditions, and what preventive and treatment efforts are needed for these children.

Psychological distress, multimorbidity and health services among older adults in rural South Australia

OBJECTIVE

Psychological distress may relate to higher health services use. However, data on psychological distress and health services use among rural older adults are limited. This study investigates psychological distress in older adults (aged ≥60) and evaluates the relationship between psychological distress, multimorbidity and health services utilization.

DESIGN

A cross-sectional design was adopted using data on older adults (≥60) (n = 5920) from the South Australia's 2013-2017 population health survey. The Modified Monash Model MM2-7 was used to designate rural areas. The dataset provides information on reported physical health conditions, psychological distress, and patterns of health services use. The Kessler Psychological Distress Scale (K10) was used to compute scores for reported mental health disorders in this population.

RESULTS

The mean (SD) age of the study participants was 72.1 (8.1) years. Women constituted 58.8% of the sample. The mean (SD) score for psychological distress was 12.5 (3.6). One-fourth (33.7%) report one-chronic condition, 20.4% reported 2 chronic conditions and 13% had more than 3 chronic conditions. High psychological distress was associated with female gender (χ² = 14.4, p < 0.001), <80 years (χ² = 11.7, p = 0.019), lower education (χ² = 10.9, p = 0.027). Similarly, multimorbidity was associated with female gender (χ² = 51.1, p < 001), increasing age (χ² = 173.6, p < 0.001) and lower education (χ² = 28.8 p < 0.001). Psychological distress and multimorbidity were independently associated with health service use. High psychological distress was associated with general practitioner (GP) visit (odds ratio 3.6 (95% CI 2.6-5.1), p < 0.001), emergency department (ED) visit (odds ratio 2.5 (95% CI 1.2-5.0), p < 0.001) and hospital admission (odds ratio 2.3 (95% CI 1.3-4.3), p < 0.001). Multimorbidity was associated with general practitioner (GP) visit (odds ratio 6.8 (95% CI 5.6-8.3), p < 0.001), emergency department (ED) visit (odds ratio 2.5 (95% CI 1.4-4.3), p < 0.001) and hospital admission (odds ratio 3.1 (95% CI 1.9-5.1), p < 0.001). Model included age, gender, education, number of chronic condition and psychological distress.

CONCLUSION/IMPLICATION

Psychological distress and multimorbidity were independently associated with health services use. Thus, psychological distress, particularly in the presence of multimorbidity, presents an opportunity for intervention by clinicians that may reduce the demand on rural health services.

Americans Aging With Disabilities Are More Likely to Have Multiple Chronic Conditions

Using data from the 2010 to 2017 National Health Interview survey, bivariate and multivariate regression analyses were utilized to estimate the percentage and odds of having multiple chronic conditions (two or more, three or more) among U.S. adults ages 65 and over with and without disabilities, controlling for sociodemographic factors and presence of psychological distress. Older adults with and without disabilities in the United States most frequently reported having hypertension, arthritis, and diabetes. Regression results indicate that older adults with disabilities are significantly more likely to experience two or more and three or more chronic conditions than older adults without disabilities, controlling for sociodemographic factors and health behaviors. These findings highlight a need for improvement in coordinated care that considers both disability and multiple chronic conditions in the management of patient health to support well-being in aging.

Self-Reported Health Outcomes of Children and Youth with 10 Chronic Diseases

OBJECTIVES

To identify pediatric patient-reported outcomes (PROs) that are associated with chronic conditions and to evaluate the effects of chronic disease activity on PROs.

STUDY DESIGN

Participants (8-24 years old) and their parents were enrolled into 14 studies that evaluated Patient-Reported Outcome Measurement Information System PROs across 10 chronic conditions-asthma, atopic dermatitis, cancer, cancer survivors, chronic kidney disease, Crohn's disease, juvenile idiopathic arthritis, lupus, sickle cell disease, and type 1 diabetes mellitus. PRO scores were contrasted with the US general population of children using nationally representative percentiles. PRO-specific coefficients of variation were computed to illustrate the degree of variation in scores within vs between conditions. Condition-specific measures of disease severity and Cohen d effect sizes were used to examine PRO scores by disease activity.

RESULTS

Participants included 2975 child respondents and 2392 parent respondents who provided data for 3409 unique children: 52% were 5-12 years old, 52% female, 25% African American/Black, and 14% Hispanic. Across all 10 chronic conditions, children reported more anxiety, fatigue, pain, and mobility restrictions than the general pediatric population. Variation in PRO scores within chronic disease cohorts was equivalent to variation within the general population, exceeding between-cohort variation by factors of 1.9 (mobility) to 5.7 (anxiety). Disease activity was consistently associated with poorer self-reported health, and these effects were weakest for peer relationships.

CONCLUSIONS

Chronic conditions are associated with symptoms and functional status in children and adolescents across 10 different disorders. These findings highlight the need to complement conventional clinical evaluations with those obtained directly from patients themselves using PROs.

How does the onset of physical disability or dementia in older adults affect economic wellbeing and co-payments for health care? the impact of gender

BACKGROUND

Existing studies have illustrated how the onset of physical disability or dementia negatively impacts economic wellbeing and increases out of pocket costs. However, little is known about this relationship in older individuals. Consequently, this study aimed to identify how the onset of physical disability or dementia in older adults affects economic wellbeing and out of pocket costs, and to explore the impact of gender in the context of Australia.

METHODS

The data was collected from a large, randomized clinical study, ASPirin in Reducing Events in the Elderly (ASPREE). Two generalized linear models (with and without interaction effects) of total out of pocket costs for those who did and did not develop physical disability or dementia were generated, with adjustment for sociodemographic characteristics at baseline.

RESULTS

We included 8,568 older Australian individuals with a mean age of 74.8 years and 53.2% being females. After adjustment for the baseline sociodemographic characteristics, the onset of physical disability did statistically significantly raise out of pocket costs (cost ratio = 1.25) and costs among females were 13.1% higher than males.

CONCLUSIONS

This study highlights that classifying different types of health conditions to identify the drivers of out of pocket costs and to explore the gender differences in a long-term follow-up is of importance to examine the financial impact on the older population. These negative financial impacts and gender disparities of physical disability and dementia must be considered by policymakers.

Coping Strategies Preferred by Patients Treated for Osteoporosis and Analysis of the Difficulties Resulting from the Disease

Osteoporosis has been recognized as a civilization disease. This chronic condition needs a long-term management plan with a holistic approach to patients. The specificity of the patient’s response to the disease and coping strategies are very important in the treatment process. The aim of this research was to analyze the strategies of coping with disease preferred by patients treated for osteoporosis, and to determine the relationship between the self-assessment of patients’ health, time of treatment, sociodemographic variables, and strategies of coping with a chronic disease such as osteoporosis. The study was conducted from August 2016 to July 2018 at an osteoporosis clinic in eastern Poland. Coping Orientations to Problems Experienced (COPE) by C.S. Carver, M. F. Scheier, and J. K. Weintraub in the Polish adaptation and our own questionnaire were used. The study participants were 312 patients treated for osteoporosis. The respondents treated in the osteoporosis clinic used the strategies of seeking support and focusing on emotions to the greatest extent, and avoidance strategies the least. Sociodemographic features and self-assessment of health condition significantly differentiate the strategies of coping with the disease. The analysis showed that the higher the assessment of the individual perception of one’s own health, the more often the respondents used active coping strategies.

Peer support for people with chronic conditions: a systematic review of reviews

Background

People with chronic conditions experience functional impairment, lower quality of life, and greater economic hardship and poverty. Social isolation and loneliness are common for people with chronic conditions, with multiple co-occurring chronic conditions predicting an increased risk of loneliness. Peer support is a socially driven intervention involving people with lived experience of a condition helping others to manage the same condition, potentially offering a sense of connectedness and purpose, and experiential knowledge to manage disease. However, it is unclear what outcomes are important to patients across the spectrum of chronic conditions, what works and for whom. The aims of this review were to (1) collate peer support intervention components, (2) collate the outcome domains used to evaluate peer support, (3) synthesise evidence of effectiveness, and (4) identify the mechanisms of effect, for people with chronic conditions.

Methods

A systematic review of reviews was conducted. Reviews were included if they reported on formal peer support between adults or children with one or more chronic condition. Data were analysed using narrative synthesis.

Results

The search identified 6222 unique publications. Thirty-one publications were eligible for inclusion. Components of peer support were organised into nine categories: social support, psychological support, practical support, empowerment, condition monitoring and treatment adherence, informational support, behavioural change, encouragement and motivation, and physical training. Fifty-five outcome domains were identified. Quality of life, and self-efficacy were the most measured outcome domains identified. Most reviews reported positive but non-significant effects.

Conclusions

The effectiveness of peer support is unclear and there are inconsistencies in how peers are defined, a lack of clarity in research design and intervention reporting, and widely variable outcome measurement. This review presents a range of components of peer support interventions that may be of interest to clinicians developing new support programmes. However, it is unclear precisely what components to use and with whom. Therefore, implementation of support in different clinical settings may benefit from participatory action research so that services may reflect local need.

Supplementary Information

The online version contains supplementary material available at 10.1186/s12913-022-07816-7.

The health care utilisation and out-of-pocket expenditure associated with Australian stroke survivors aged 55 and over

Objective

Stroke is a major cause of mortality and disability worldwide. People with stroke have a number of options available to treat post-stroke related symptoms and challenges. The aim of this study was to assess the use of healthcare services, self-care practices and out-of-pocket expenses associated with post-stroke healthcare.

Methods

We retrospectively analysed data collected between April and October 2017 from a survey of 576 participants aged 55 to 96 from the 45 and Up Study, NSW (Australia), who had earlier reported a clinical diagnosis of stroke. Participants were asked about their use of health care services, including conventional medicine practitioners and medications, complementary medicine practitioners, practices and products and the respective associated out-of-pocket expenditure for each.

Results

Amongst the total of 576 individuals who participated in the study, 39% consulted a doctor, 18% consulted an allied health practitioner, and 8% consulted a complementary medicine practitioner in the previous year for their stroke. Participants’ average combined out-of-pocket expenditure for post-stroke related healthcare was AU$386.4 per annum. Extrapolated to all Australians with stroke, aged 55 years and over, the total out-of-pocket expenditure for post-stroke related healthcare is estimated to be AU$42 million per annum.

Conclusions

Post-stroke individuals used a wide range of health services and various self-care practices for stroke rehabilitation. Such healthcare utilisation is associated with significant annual out-of-pocket expenditure. Given the socioeconomic burden of stroke, further research is required to identify the barriers and facilitators of self-care among patients with stroke and explore the cost-effectiveness of the wide range of treatments(s) utilised for post-stroke care.

Analysis of Trends and Outcomes of 90 and 180 Day Readmissions After Left Ventricular Assist Device Implantation

Despite decreasing morbidity and mortality in left ventricular assist device (LVAD) recipients, readmission after implantation remains a major problem. Our aim was to investigate the trends and outcomes of 90 and 180 day readmission in this population. The National Readmission Database from 2012 to 2017 was queried to identify LVAD recipients. A total of 5,907 adults (90 day readmissions) and 3,653 adults (180 day readmissions) who survived LVAD implantation during the index admission were included in our analysis. Readmissions occurred in 45.6% and 65.1% by 90 and 180 days, respectively, with most readmissions occurring within the first 20 days. During the study period, mortality at index admission and readmission rate after discharge from index admission remained stable, whereas mortality during the readmission declined overtime both at 90 and 180 days. Heart failure was the most common cause for readmission (both 90 and 180 days), while its incidence also increased over the years. Among the reasons for readmission, intracranial bleeding, ischemic stroke, and device thrombosis were associated with highest mortality and gastrointestinal bleeding with the lowest. Intracranial bleeding, device thrombosis, and device infection were associated with longer length of stay. Multivariate logistic regression models identified gastrointestinal bleeding, length of stay during index admission, and end-stage renal disease requiring hemodialysis as risk factors of readmissions. Our study has unveiled several important factors associated with readmission and mortality. Approaches to identify and prevent readmissions early after LVAD implantation by addressing these factors may lead to lower morbidity, healthcare cost related to readmission, and improved quality of life.

Low-value care and excess out-of-pocket expenditure among older adults with incident cancer - A machine learning approach

OBJECTIVE

To evaluate the association of low-value care with excess out-of-pocket expenditure among older adults diagnosed with incident breast, prostate, colorectal cancers, and Non-Hodgkin's Lymphoma.

METHODS

We used a retrospective cohort study design with 12-month baseline and follow-up periods. We identified a cohort of older adults (age ≥ 66 years) diagnosed with breast, prostate, colorectal cancers, or Non-Hodgkin's lymphoma between January 2014 and December 2014. We assessed low-value care and patient out-of-pocket expenditure in the follow-up period. We identified relevant low-value services using ICD9/ICD10 and CPT/HCPCS codes from the linked health claims and patient out-of-pocket expenditure from Medicare claim files and expressed expenditure in 2016 USD.

RESULTS

About 29 % of older adults received at least one low-value care procedure during the follow-up period. Low-value care differed by gender, and rates were higher in women with colorectal cancer (32.7 %) vs. (28.8 %) and NHL (40 %) vs. (39 %) compared to men. Individuals who received one or more low-value care procedures had significantly higher mean out-of-pocket expenditure ($8,726 ± $7,214) vs. ($6,802 ± $6,102). XGBOOST, a machine learning algorithm revealed that low-value care was among the five leading predictors of OOP expenditure.

CONCLUSION

One in four older adults with incident cancer received low-value care in 12-months after a cancer diagnosis. Across all cancer populations, individuals who received low-value care had significantly higher out-of-pocket expenditure. Excess out-of-pocket expenditure was driven by low-value care, fragmentation of care, and an increasing number of pre-existing chronic conditions.

POLICY STATEMENT

This study focuses on health policy issues, specifically value-based care and its findings have important clinical and policy implications for Centers for Medicare and Medicaid Services (CMS) which has issued a roadmap for states to accelerate the adoption of value-based care, with the Department of Health and Human Services (HHS) setting a goal of converting 50 % of traditional Medicare payment systems to alternative payment models tied to value-based care by 2022.

Who determines United States Healthcare out-of-pocket costs? Factor ranking and selection using ensemble learning

PURPOSE

Healthcare out-of-pocket (OOP) costs consist of the annual expenses paid by individuals or families that are not reimbursed by insurance. In the U.S, broadening healthcare disparities are caused by the rapid increase in OOP costs. With a precise forecast of the OOP costs, governments can improve the design of healthcare policies to better control the OOP costs. This study designs a purely data-driven ensemble learning procedure to achieve a collection of factors that best predict OOP costs.

METHODS

We propose a voting ensemble learning procedure to rank and select factors of OOP costs based on the Medical Expenditure Panel Survey dataset. The method involves utilizing votes from the base learners forward subset selection, backward subset selection, random forest, and LASSO.

RESULTS

The top-ranking factors selected by our proposed method are insurance type, age, asthma, family size, race, and number of physician office visits. The predictive models using these factors outperform the models that employ the factors commonly considered by the literature through improving the prediction error (test MSE of the OOP costs' log-odds) from 0.462 to 0.382.

CONCLUSION

Our results indicate a set of factors which best explain the OOP costs behavior based on a purely data-driven solution. These findings contribute to the discussions regarding demand-side needs for containing rapidly rising OOP costs. Instead of estimating the impact of a single factor on OOP costs, our proposed method allows for the selection of arbitrary-sized factors to best explain OOP costs.

Outcomes of robotic coronary artery bypass versus nonrobotic coronary artery bypass

BACKGROUND

Robotic coronary artery bypass graft (CABG) has developed in recent decades, however, prior studies showed conflicting result of robotic CABG compared to nonrobotic CABG in terms of mortality, morbidity, and cost. Herein, we sought to analyze the in-hospital outcomes and health care utilization after robotic CABG compared to nonrobotic CABG, based on data from a nationally representative sample.

METHODS

Patients who underwent CABG were identified using the national inpatient sample. Endpoints were in-hospital outcomes, length of stay, and total cost. Procedure-related complications were identified via international classification of diseases (ICD)-9 and ICD-10 coding and propensity score matching analysis was performed.

RESULTS

A total of 1,204,125 weighted adults underwent nonrobotic CABG and 7355 underwent robotic CABG in the United States between 2012 and 2017. The comparison of 7330 pairs after propensity score matching showed that in-hospital mortality was higher for those who underwent nonrobotic CABG compared to those who underwent robotic CABG (2.1% vs. 1.1%, p = .029). Similarly, the rates of acute kidney injury, transfusion, postoperative hemorrhage, length of stay, and total cost were higher for nonrobotic CABG compared to robotic CABG (all p < .05). The proportions of routine discharges with (34.5% vs. 40.0%) or without (39.7% vs. 45.0%) home health care were higher among those who underwent robotic, whereas the proportion of transfer to skilled nursing facility/nursing home was more frequent for cases of nonrobotic CABG (22.4% vs. 13.4%).

CONCLUSION

Robotic CABG was associated with lower rates of in-hospital mortality, acute kidney injury, transfusion, postoperative hemorrhage, total cost, and shorter hospital stay compared to nonrobotic CABG.

Financial protection in health among the middle-aged and elderly: Evidence from the Greek economic recession

Since the late 2000s, the Greek economy has entered a long period of recession, with reforms and retrenchment in health care being among the main public policy priorities. This study investigates the extent to which financial protection in health has changed among older households during the Greek crisis. We focus on the middle-aged and elderly, the heavy users of health services, who have faced a substantial health and financial burden during the crisis. Our analysis shows that the headcount and overshoot of catastrophic health expenditure (CHE) substantially increased from 2007 to 2015, suggesting that financial protection has eroded to a great extent. Prior to the crisis, CHE was mainly due to inpatient care, followed by outpatient care and medicines. However, the contribution of spending for outpatient medicines to CHE substantially increased during the study period. The headcount of CHE rose across all socioeconomic groups we examined, with low-income households and households with chronic patients being disproportionately affected. In 2007, we do not report signs of socioeconomic inequalities in the risk of CHE. On the contrary, our results show that households of low socioeconomic status are more likely to incur CHE in 2015, revealing substantial inequalities in the risk of CHE. This finding raises significant distributional and equity concerns. Strengthening financial protection among older households is an imperative challenge for the Greek health system, and several policy responses need to be adopted towards this direction.

Cerebral embolic protection during transcatheter aortic valve replacement

BACKGROUND

It is controversial that cerebral embolic protection devices (CEPDs) reduce clinical stroke during transcatheter aortic valve replacement (TAVR). Herein, we investigated the impact of CEPDs on in-hospital clinical stroke using a nationally representative sample.

METHODS AND RESULTS

Using the National Inpatient Sample (NIS) database, 109,240 patients who underwent TAVR between 2017 and 2018 were included. They were categorized into 2 groups according to usage of CEPDs; the CEPD and non-CEPD groups. After propensity score matching, 3805 pairs were acquired. Our main outcome was in-hospital clinical stroke. Other outcomes were in-hospital mortality, acute kidney injury (AKI), AKI leading to hemodialysis, bleeding requiring transfusion, overall bleeding complications, infectious complications, length of stay, and total cost. In-hospital clinical stroke did not significantly differ between the 2 groups (0.7% versus 1.1%, p = 0.449). The CEPD group was associated with a significantly lower in-hospital mortality (0.5% versus 1.4%, p = 0.029) and reduced total cost ($49,047 ± 19,666 versus $50,051 ± 23,190, p < 0.001), compared with the non-CEPD group, whereas there were no significant differences in the other outcomes.

CONCLUSIONS

By using the NIS database with a large number of cases, TAVR with CEPDs was not associated with a lower incidence of in-hospital clinical stroke compared with no use of CEPDs after matching.

Estimated Health Care Utilization and Expenditures in Individuals With Heart Failure From the Medical Expenditure Panel Survey

BACKGROUND

Heart failure (HF) constitutes a growing burden for public health and the US health care system. While the prevalence of HF is increasing, differences in health care utilization and expenditures within various sociodemographic groups remain poorly defined.

METHODS

We used the Medical Expenditure Panel Survey to assess annual health care utilization and expenditures from 2012 to 2017. Health care utilization was based on the annual frequency of various health care encounters. Annual total and out-of-pocket expenditures were evaluated for hospital inpatient stays, emergency room visits, outpatient visits, office-based medical provider visits, prescribed medicines, dental visits, home health aid visits, and other medical expenses. We performed univariable and multivariable regression analysis based on patient characteristics including sociodemographic and comorbidity variables.

RESULTS

Our results showed that total health care expenditures among patients with HF were $21 177 (95% CI, $18 819-$24 736) per year as compared with $5652 (95% CI, $5469-$5837) in those without HF (P<0.001). Total expenditures within the population with HF were primarily being driven by expenditures associated with inpatient hospitalizations. Increasing number of comorbid conditions was associated with significant increases in total health care expenditures. Older age, female sex, earlier study years, number of comorbidities, higher level of education, and increasing family income brackets independently raised out-of-pocket expenditures.

CONCLUSIONS

Our findings of increased health care utilization and expenditures based on sex, age, increasing number of comorbidities, wealthier income status, and increased education attainment level may be used for efforts aimed at better distributing health care resources to improve health outcomes in HF.

A Pilot Study Exploring Treatment Burden in a Skilled Nursing Population

PURPOSE

This study aimed to measure treatment burden in adults diagnosed with multiple chronic conditions transitioning from a skilled nursing facility to home.

DESIGN

Prospective, two-time point, cohort design utilizing convenience sampling from one skilled nursing facility in Northeast, Ohio.

METHODS

Seventy-four men and women participated answering self-report questions measuring treatment burden at two time points: prior to discharge and 30 days after discharge.

RESULTS

t-test analysis determined treatment burden was not statistically different between time points (p > .05). Multivariate analysis explained 23% of treatment burden's variance, with the severity of multiple chronic conditions and the presence of a caregiver predicting treatment burden (p < .05).

CONCLUSION

Findings were contrary to our hypothesis of this population being at risk for high treatment burden.

CLINICAL RELEVANCE

Moderate, fluctuating levels of treatment burden suggest that it is possible to estimate demands of treatment prior to discharge from the skilled nursing facility to better inform discharge planning.

Mapping three versions of the international classification of diseases to categories of chronic conditions

INTRODUCTION

Administrative health data capture diagnoses using the International Classification of Diseases (ICD), which has multiple versions over time. To facilitate longitudinal investigations using these data, we aimed to map diagnoses identified in three ICD versions - ICD-8 with adaptations (ICDA-8), ICD-9 with clinical modifications (ICD-9-CM), and ICD-10 with Canadian adaptations (ICD-10-CA) - to mutually exclusive chronic health condition categories adapted from the open source Clinical Classifications Software (CCS).

METHODS

We adapted the CCS crosswalk to 3-digit ICD-9-CM codes for chronic conditions and resolved the one-to-many mappings in ICD-9-CM codes. Using this adapted CCS crosswalk as the reference and referring to existing crosswalks between ICD versions, we extended the mapping to ICDA-8 and ICD-10-CA. Each mapping step was conducted independently by two reviewers and discrepancies were resolved by consensus through deliberation and reference to prior research. We report the frequencies, agreement percentages and 95% confidence intervals (CI) from each step.

RESULTS

We identified 354 3-digit ICD-9-CM codes for chronic conditions. Of those, 77 (22%) codes had one-to-many mappings; 36 (10%) codes were mapped to a single CCS category and 41 (12%) codes were mapped to combined CCS categories. In total, the codes were mapped to 130 adapted CCS categories with an agreement percentage of 92% (95% CI: 86%-98%). Then, 321 3-digit ICDA-8 codes were mapped to CCS categories with an agreement percentage of 92% (95% CI: 89%-95%). Finally, 3583 ICD-10-CA codes were mapped to CCS categories; 111 (3%) had a fair or poor mapping quality; these were reviewed to keep or move to another category (agreement percentage = 77% [95% CI: 69%-85%]).

CONCLUSIONS

We developed crosswalks for three ICD versions (ICDA-8, ICD-9-CM, and ICD-10-CA) to 130 clinically meaningful categories of chronic health conditions by adapting the CCS classification. These crosswalks will benefit chronic disease studies spanning multiple decades of administrative health data.

Trends and outcomes of device-related 30-day readmissions after left ventricular assist device implantation

BACKGROUND

Left ventricular assist devices (LVAD) improve morbidity and mortality in end-stage heart failure patients, but high rates of readmissions remain a problem after implantation. We aimed to assess the incidence, trends, outcomes, and predictors of device-related 30-day readmissions after LVAD implantation.

METHODS

The National Readmission Database was used to identify patients who underwent LVAD implantation between 2012 and 2017 and those with 30-day readmissions.

RESULTS

The analysis included a total of 16499 adults who survived the index hospitalization for LVAD implantation. Among those, 28.1% were readmitted at 30 days, and the readmission rate has been grossly stable during the study period. Most of the readmissions occurred in the first 15 days after discharge from the index admission. The most frequent cause of readmissions was gastrointestinal bleeding (14.9% of readmissions), followed by heart failure, arrhythmias, device infection, and device thrombosis. Among reasons for readmission, intracranial bleeding was associated with highest mortality (37.6%), followed by device thrombosis (13.1%), and ischemic stroke (7.6%). Intracranial bleeding and device thrombosis were associated with lengthier stay (20.4 and 15.5 days, respectively). Readmission rates for gastrointestinal bleeding decreased, whereas device infection increased. Multivariate logistic regression model revealed the length of stay, oxygen dependence, gastrointestinal bleeding at index admission, depression and ECMO, private insurance as independent predictors of 30-day readmission.

CONCLUSION

Over one-fourth of LVAD recipients have 30-day readmissions, with most of them occurring within 15 days. Most frequent cause of readmission was gastrointestinal bleeding, which was associated with the lowest in-hospital mortality among other complications.

In-hospital Outcomes of Left Ventricular Assist Devices (LVAD) Patients Undergoing Noncardiac Surgery

An increasing number of stage D heart failure patients are supported with left ventricular assist devices (LVADs), and the management of LVAD patients who require noncardiac surgery (NCS) presents unique challenges. Using the 2010-2014 National Inpatient Sample, we identified all adult cases of LVAD patients undergoing noncardiac surgeries using ICD-9-CM codes. We estimated inpatient mortality, bleeding complications, stroke, length of stay (LOS), and cost of hospitalization of the admissions related to NCS using mixed effects logistic and linear mixed regressions, respectively. A total of 30,323 patients with LVADs underwent 3,216 noncardiac surgeries (73.5% urgent) during the study period. LVAD recipients undergoing NCS had higher burden of certain comorbidities such as history of end-stage renal disease, pulmonary circulation disorders, peripheral vascular disease, and obesity. The most frequent NCS were general surgery, which included breast, endocrine, skin/burn, noncardiac transplantation, and abdominal surgeries (47.9%). In-hospital mortality was 7.7% with the highest rates observed among cases of neurologic surgeries. Vascular surgeries had the highest rates of ischemic stroke and gastrointestinal bleeding. Patients who underwent NCS had higher LOS and cost of hospitalization compared with LVAD recipients admitted to reasons other than NCS. Although bleeding complication trends have decreased, ischemic stroke and in-hospital mortality rates have increased overall during the study period. Urgent or emergency surgery was an independent predictor of mortality (OR 3.1, 95% CI 1.9-5). A significant burden of complications occurs after noncardiac surgeries in LVAD recipients.

Out-of-pocket payments by end-stage kidney disease patients on regular hemodialysis: Cost of illness analysis, experience from Sudan

INTRODUCTION

In Sudan, the number of end-stage kidney disease (ESKD) patients receiving hemodialysis (HD) is growing. Patients and their families incur a high out-of-pocket expenditure (OOPE), given that HD treatment is expensive. There are limited data about OOP spending on HD in the country. This study aims to explore patients' OOP expense on direct medical and nonmedical goods and services and to which extent they can be predicted from sociodemographic characteristics, health insurance status, comorbidity, and accommodation change.

METHODS

This is descriptive a cross-sectional study conducted in Ibn Sina Hospital. One hundred and thirty patients undergo regular HD were randomly selected.

FINDINGS

Among the study participants (130), the median of the overall total OOP (direct medical and direct nonmedical) spending per patients per year was found to be US$ 3859.1 (interquartile range [IQR]: 2298.1-6261.1). As for the medians OOP expenditure on direct medical and nonmedical costs, they were found to be US$ 2327.6 (IQR: 1421.5-3804.8) and US$ 1096 (IQR: 715.2-2345.2), respectively. The direct medical expenditure (355,586 US$) accounted for 60% of the overall total expenses.

DISCUSSION

Medications and investigations were the primary drivers of direct medical spending. Higher OOPE rates were found among those with one or more of these factors; uninsured patients, patient with comorbidity, female gender, and over 40 years aged. The multivariate analysis showed that the significant predictors of direct medical expenditure were health insurance and comorbid conditions, where as the predictors for direct nonmedical expenditure were accommodation change and gender. This study results in a better understanding of OOP spending on direct medical and nonmedical services and its associated predictors among HD patients within the context of Sudan. Further research is needed in this area.

Development, Implementation, and Results from a COVID-19 Messaging Campaign to Promote Health Care Seeking Behaviors Among Community Clinic Patients

Care-delays can further exacerbate racial and ethnic health disparities in novel coronavirus disease 2019 (COVID-19) related complications. The purpose of our study was to describe and evaluate a Patient Engagement Messaging campaign (PEM campaign) promoting health care seeking behaviors among community and rural clinic patients in North Carolina. Text and voice messages were delivered over 3-weeks. Messages encouraged patients to call a regional operation call center (ROC) line for information related to health care appointments and testing. A cross-sectional evaluation was conducted on the total population (n = 48,063) and a sample without recent health care contact (n = 29,214). Among the sample, logistic regression was used to model determinants of calls to the ROC-line and associations between calling the ROC-line and health care seeking behaviors (scheduling any health care appointment or receiving a COVID-19 test). 69.9% of text messages and 89% of voice messages were delivered. Overall, 95.4% of the total population received at least 1 message. Successful delivery was lower among Black patients and higher among patients with moderate health-risk comorbidities. Among the sample, 7.4% called the ROC-line, with higher odds of calling among minority patients (vs. White) and among Medicaid and uninsured (vs. private insurance). Calling the ROC-line was associated with higher odds of scheduling any health care appointment (OR: 4.14; 95% CI 2.93–5.80) and receiving a COVID-19 test (OR: 2.39; 95% CI 1.64–3.39). Messaging campaigns may help disconnected patients access health care resources and reduce disparities, but are likely still limited by existing barriers.

Measurement of the Equality of the Drug Welfare Induction Level of Chinese Patients With Chronic Diseases in Gansu, Sichuan, Hebei, and Zhejiang Based on the Bivariate Theil-T Index Method

Objectives: This study aimed to measure the induction level of drug welfare in Chinese patients with chronic diseases using a bivariate Theil index.

Design: The bivariate Theil-T index was used to hierarchically decompose the relevant survey data, and the contribution rate of the intragroup gap and the intergroup gap to the total gap was investigated to better understand the current drug welfare induction level of Chinese patients with chronic diseases.

Setting: The study was based in Gansu, Sichuan, Hebei, and Zhejiang provinces in China.

Participants: Survey data was from patients with chronic diseases in 20 hospitals in four provinces.

Primary and secondary outcome measures: Data was collected through a questionnaire designed by the research team after expert consultation. Using the variables represented by the index system to decompose the Theil index from the two dimensions of the region and urban and rural areas. SPSS 22.0 was used for reliability and validity analysis and Theil index calculation.

Results: The overall level of drug welfare induction in Chinese patients with chronic diseases had a high degree of equalization. The overall Theil index was 0.0003, but there were still some differences among groups.

Conclusions: To improve the drug welfare equalization induction level of patients with chronic diseases in China, the government should start from western rural areas, and policy should target the provinces that were in a disadvantaged position within the region to promote the equalization of drug welfare induction level for patients with chronic diseases in China.

In-Hospital Outcomes of Left Ventricular Assist Device Implantation and Concomitant Valvular Surgery

Valvular heart disease is common among left ventricular assist device (LVAD) recipients. However, its management at the time of LVAD implantation remains controversial. Patients who underwent LVAD implantation and concomitant aortic (AVR), mitral (MVR), or tricuspid valve (TVR) repair or replacement from 2010 to 2017 were identified using the national inpatient sample. End points were in-hospital outcomes, length of stay, and cost. Procedure-related complications were identified via ICD-9 and ICD-10 coding and analysis was performed via mixed effect models. A total of 25,171 weighted adults underwent LVAD implantation without valvular surgery, 1,329 had isolated TVR, 1,021 AVR, 377 MVR, and 615 had combined valvular surgery (411 had TVR + AVR, 115 TVR + MVR, 62 AVR + MVR, 25 AVR + MVR + TVR). During the study period, rates of AVR decreased and combined valvular surgeries increased. Patients who underwent TVR or combined valvular surgery had overall higher burden of co-morbidities than LVAD recipients with or without other valvular procedures. Postoperative bleeding was higher with AVR whereas acute kidney injury requiring dialysis was higher with TVR or combined valvular surgery. In-hospital mortality was higher with AVR, MVR, or combined surgery without differences in the rates of stroke. Length of stay did not differ significantly among groups but cost of hospitalization and nonroutine discharge rates were higher for cases of TVR and combined surgery. Approximately 1 in 9 LVAD recipients underwent concomitant valvular surgery and TVR was the most frequently performed procedure. In-hospital mortality and cost were lower among those who did not undergo valvular surgery.

Patterns of multimorbidity in medical inpatients: a multinational retrospective cohort study

Multimorbidity is frequent and represents a significant burden for patients and healthcare systems. However, there are limited data on the most common combinations of comorbidities in multimorbid patients. We aimed to describe and quantify the most common combinations of comorbidities in multimorbid medical inpatients. We used a large retrospective cohort of adults discharged from the medical department of 11 hospitals across 3 countries (USA, Switzerland, and Israel) between 2010 and 2011. Diseases were classified into acute versus chronic. Chronic diseases were grouped into clinically meaningful categories of comorbidities. We identified the most prevalent combinations of comorbidities and compared the observed and expected prevalence of the combinations. We assessed the distribution of acute and chronic diseases and the median number of body systems in relationship to the total number of diseases. Eighty-six percent (n = 126,828/147,806) of the patients were multimorbid (≥ 2 chronic diseases), with a median of five chronic diseases; 13% of the patients had ≥ 10 chronic diseases. Among the most frequent combinations of comorbidities, the most prevalent comorbidity was chronic heart disease. Other high prevalent comorbidities included mood disorders, arthropathy and arthritis, and esophageal disorders. The ratio of chronic versus acute diseases was approximately 2:1. Multimorbidity affected almost 90% of patients, with a median of five chronic diseases. Over 10% had ≥ 10 chronic diseases. This identification and quantification of frequent combinations of comorbidities among multimorbid medical inpatients may increase awareness of what should be taken into account when treating such patients, a growth in the need for special care considerations.

Association of Childhood Atopic Dermatitis With Atopic and Nonatopic Multimorbidity

BACKGROUND

Little is known about the impact of multimorbidity in childhood atopic dermatitis (AD).

OBJECTIVE

We sought to determine the likelihood and predictors of chronic disease multimorbidity in childhood AD.

METHODS

Data were examined for children (<18 years) in the 1996-2015 Medical Expenditure Panel Survey, an annual, representative sample of United States households. Multimorbidity was assessed using Charlson Comorbidity Index (CCI), Healthcare Utilization Project Chronic Comorbidity Indicator (HCUP-CCI) and frequency of atopic comorbidities.

RESULTS

Young children with mild-moderate and severe AD, and adolescents with mild-moderate AD had higher CCI scores. Similarly, young children and adolescents with mild-moderate and severe AD had increased HCUP-CCI scores. Children with AD and atopic disease had higher CCI and HCUP-CCI scores than children with either alone. Young children and adolescents with mild-moderate and severe AD had more atopic comorbidities.

CONCLUSIONS

Pediatric AD is associated with increased atopic and non-atopic multimorbidity. Comorbid atopic disease may identify a subset of children with AD who particularly benefit from enhanced screening and management of multimorbidity.

The relationship between physical activity and out-of-pocket health care costs of the elderly in Europe

BACKGROUND

Increasing health care costs represent an economic burden placed on individuals across many European countries. Against this backdrop, the aim of this study was to examine the relationship between participation in physical activity and out-of-pocket health care costs in Europe.

METHODS

Individual data from the cross-national Survey of Health, Ageing and Retirement (n = 94 267) including 16 European countries were utilized. Two-part models were estimated to investigate how different levels of participation frequency in physical activity are related to out-of-pocket costs (OOPC) for people aged 50 years and older.

RESULTS

Only participation in physical activity more than once a week significantly decreases the probability of incurring any OOPC. However, all frequencies of physical activity significantly reduce the level of costs, with the highest savings being generated by participation once a week. The results reveal higher savings for men compared to women.

CONCLUSION

Physical activity can be a useful policy instrument to reduce the economic burden of out-of-pocket health care costs for an aging population in Europe. Public officials should primarily promote physical activity interventions targeting older people who are not active at all.

Racial disparities in in-hospital outcomes after left ventricular assist device implantation

BACKGROUND

Previous studies of patients undergoing various cardiac surgeries demonstrated worse outcomes among African-American (AA) patients. It remains unclear if the race is a predictor of outcomes among left ventricular assist device (LVAD) recipients.

METHODS

Patients who underwent LVAD implantation between 2010 and 2017 were identified using the National Inpatient Sample. The race was classified as Caucasians vs AA vs Hispanics, and endpoints were in-hospital outcomes, length of stay, and cost. Procedure-related complications were identified via the International Classification of Diseases-9 (ICD-9) and ICD-10 coding and analysis performed via mixed-effect models.

RESULTS

A total of 27 132 adults (5114 unweighted) underwent LVAD implantation in the U.S. between 2010 and 2017, including Caucasians (63.8%), AA (23.8%), and Hispanics (6%). The number of LVAD implantations increased in both Caucasians and AA during the study period. AA LVAD recipients were younger, with higher rates of females and mostly comorbidities, but lower rates of coronary artery disease and bypass grafting compared to Caucasians and Hispanics. Medicaid and median income at the lowest quartile were more frequent among AA LVAD recipients. We did not identify differences in stroke, bleeding complications, tamponade, infectious complications, acute kidney injury requiring hemodialysis, and in-hospital mortality among racial groups. AA LVAD recipients had lower rates of routine discharge than Caucasians and Hispanics, longer length of stay than Caucasians, but similar cost of hospitalization. After adjustment for clinical comorbidities, race was not a predictor of in-hospital mortality.

CONCLUSION

We identified differences in clinical characteristics but not in in-hospital complications among LVAD recipients of a different races.

Multimorbidity in Early Childhood and Socioeconomic Disadvantage: Findings From a Large New Zealand Child Cohort

OBJECTIVE

In contrast with multimorbidity during adulthood, the relationship of childhood multimorbidity with socioeconomic position (SEP) is poorly understood. We aimed to describe early childhood multimorbidity and investigate the relationship of this with SEP.

METHODS

Within a diverse prospective child cohort study, we determined associations of SEP with multimorbidity (defined as the presence of 2 or more chronic conditions) at age 2 years. Maternal SEP was ranked into 5 categories using an index constructed from variables collected antenatally describing maternal education, employment, financial stress, beneficiary status, housing tenure, overcrowding, and residential mobility. Missing values were handled using multiple imputation with chained equations. Independent associations of SEP with multimorbidity were described using adjusted odds ratios (OR) and 95% confidence intervals (CI).

RESULTS

Of the 6822 women and 6853 children who were enrolled into the cohort study, 5737 (84%) mother-child dyads had complete antenatal data and were interviewed at age 2 years. Of these 5737, for 3826 (67%) dyads, there were complete data for all variables. Multimorbidity was present in 374/3838 (9.7%) of the cohort children. After multiple imputation and adjustment for maternal ethnicity, smoking, poor health, depressive symptoms, and child gender, the odds of multimorbidity being present were increased for children of mothers in the most (OR 1.74, 95% CI 1.16-2.59) and second most (OR 1.43, 95% CI 1.00-2.04) versus the least disadvantaged group.

CONCLUSION

The odds of multimorbidity are increased for children whose mothers have lower SEP. Cumulative socioeconomic disadvantage increases the potential for a chronic illness trajectory to develop in early childhood.

Chronic condition patterns in the US population and their association with health related quality of life

This study aims to identify chronic disease patterns and their relationship to health-related quality of life (HRQL) in the US population. This cross-sectional study used data from 86,745 participants aged 18 years and older of the Medical Expenditure Panel Survey (MEPS) 2010-2015, we employed latent class analysis (LCA) to identify subgroups of participants with different combinations of 23 chronic conditions which had medical utilization during the past 12 months. Derived chronic condition latent classes were used to predict the 12-Item Short Form Survey physical component score (PCS), mental component score (MCS) in addition to overall HRQL (SF-6D) while controlling for covariates. LCA identified five unique multi-morbidity groups: "healthy" (62.5%), "vascular risk" (18.9%), "anxiety" (12.2%), "heart disease" (2.9%), and "severely-impaired" (3.5%). Covariate-adjusted mean SF-6D scores varied significantly among classes: healthy (0.85), vascular risk (0.77), anxiety (0.67), heart disease group (0.65), and severely-impaired (0.56). The anxiety group, proportionately younger and female, had high PCS (46.3) but low MCS (41.9). The heart disease group, although older and in poor physical health (PCS = 33.2), had higher MCS scores (46.9). Our results demonstrate multi-morbidity significantly impacts HRQL. The relationship between physical and mental health functioning varied across different multi-morbidity groups, and the discordance was more pronounced in younger ages and females. Our research also identified an older age group that was mentally robust and maintained a strong HRQL. Findings can inform the development of targeted interventions to improve physical and mental health functioning in vulnerable populations.

Health, subjective financial situation and well-being: a longitudinal observational study

BACKGROUND

An individual's financial situation is a key contributor to their overall well-being. Existing research has examined the direct economic consequences of changes in health upon out-of-pocket healthcare expenditure, participation in the labour force and potential earnings. There is also research exploring an individual's concern about their subjective financial situation regardless of the level of their income or work status on their health. In contrast, this paper conducts a causal analysis of the effects of general and mental health on an individual's subjective evaluation of their financial situation controlling for their work status and income. This is of importance because current health policy in the United Kingdom (UK) stresses the role of health as an asset which can mediate the wider flourishing of individuals. Moreover, subjective financial situation comprises a key component of well-being now being measured and sought in social welfare policy.

METHODS

Fixed effects instrumental variable panel data regression analysis is applied to 25 years of longitudinal data, from 1991, drawn from the harmonised British Household Panel Survey (BHPS) and Understanding Society Survey (USS).

RESULTS

Improved general health and reduced mental illness both improve the subjective financial situation of males and females. However, these affects diminish across older cohorts of males and females.

CONCLUSIONS

Investing in and improving general and mental health can improve the subjective financial situation and hence well-being of individuals. The targeting of health also needs to take account of an individuals' life-stage.

Racial and health insurance disparities in pediatric acute kidney injury in the USA

BACKGROUND

Acute kidney injury (AKI) significantly increases morbidity and mortality for hospitalized children, yet sociodemographic risk factors for pediatric AKI are poorly described. We examined sociodemographic differences in pediatric AKI amongst a national cohort of hospitalized children.

METHODS

Secondary analysis of the most recent (2012) Kids' Inpatient Database (KID) from the Agency for Healthcare Research and Quality. Study sample weights were used to obtain national estimates of AKI (defined by administrative data). KID is a nationally representative sample of pediatric discharges throughout the USA. Linear risk regression models were used to assess the relationship between our primary exposures (race/ethnicity, health insurance, household urbanization, gender, and age) and the diagnosis of AKI, adjusting for comorbidities.

RESULTS

A total of 1,699,841 hospitalizations met our study criteria. In 2012, AKI occurred in approximately 12.3/1000 pediatric hospitalizations, which translates to almost 30,000 children nationally. Asian/Pacific Islander, African-American, and Hispanic children were at slightly increased risk for AKI compared to Caucasian children (adjusted risk difference (RD) 4.5 per 1000 hospitalizations, 95% confidence interval (CI) 2.9-6.0; 2.5/1000 hospitalizations, 95% CI 1.7-3.3; and 1.7/1000 hospitalizations, 95% CI 0.9-2.5, respectively). Uninsured children were more likely to suffer AKI compared to children with any health insurance (e.g., no insurance versus Medicaid: adjusted RD 14.4/1000 hospitalizations, 95% CI 12.7-16.2). Based on these national estimates, one episode of AKI might be prevented if 70 (95% CI 62-79) hospitalized children without insurance were provided with Medicaid.

CONCLUSIONS

Pediatric AKI occurs more frequently in racial minority and uninsured children, factors linked to lower socioeconomic status.

Medication Adherence, Health Care Utilization, and Spending Among Privately Insured Adults With Chronic Conditions in the United States, 2010-2016

BACKGROUND

Chronic conditions are common and costly for older Americans and for the health system. Adherence to daily maintenance medications may improve patient health and lead to lower health care spending.

METHODS

To identify predictors of adherence and to quantify associations with health care utilization and spending among older adults with chronic conditions, we conducted a longitudinal retrospective analysis using the OptumLabs Data Warehouse. This database of deidentified administrative claims includes medical and eligibility information for more than 200 million commercial and Medicare Advantage enrollees. We identified adults age 50+ years initiating treatment for atrial fibrillation (N = 33,472), chronic obstructive pulmonary disease (COPD; N = 44,130), diabetes (N =76,726), and hyperlipidemia (N= 249,391) between January 2010 and December 2014. We assessed adherence, health care utilization, and spending during the first 2 years of treatment.

RESULTS

During the first year of treatment, 13%-53% of each condition cohort was adherent (proportion of days covered ≥0.80). White race, Midwest residence, and having fewer comorbidities consistently and independently predicted adherence among enrollees initiating treatment for chronic obstructive pulmonary disease, diabetes, and hyperlipidemia. Male sex and higher net worth were also independently associated with adherence among commercial enrollees with these conditions. Patients in most condition cohorts who were adherent to treatment had significantly lower odds of hospitalization or emergency department use compared to patients who were not adherent. Additional spending on pharmacy claims by patients who were adherent was not consistently offset by lower spending on medical claims over a 2-year horizon.

CONCLUSIONS

Although many patient factors are strongly associated with medication adherence, the problem of non-adherence is common across all groups and may increase risk of adverse health outcomes.

Association of Early Treatment With Chronicity and Hazard of Hospitalization After New Adjustment Disorder

OBJECTIVE

This study aimed to examine the effect of early treatment with psychotherapy or psychoactive medications on later hospitalizations for patients with a new diagnosis of adjustment disorder.

METHODS

Commercial claims data from Truven Health MarketScan were used. Patient-level propensity score matching was performed, and the authors fit an inverse probability of treatment weighting to a Cox proportional hazard model.

RESULTS

Early receipt of psychoactive medication instead of psychotherapy was associated with an increased hazard of later psychiatric hospitalization (hazard ratio [HR]=2.61, 95% confidence interval [CI]=2.07-3.28) and overall hospitalization (HR=1.12, 95% CI=1.04-1.21). Specifically, benzodiazepines were associated with increased hazard of later psychiatric hospitalization (HR=1.59, 95% CI=1.02-2.51), which did not differ from medications overall. In contrast, early receipt of psychotherapy was associated with a small decrease in the hazard of later psychiatric hospitalization (HR=0.85, 95 % CI=0.73-0.99) but had no effect on overall hospitalizations.

CONCLUSIONS

Early medication treatment for adjustment disorder was associated with greater overall and psychiatric hospitalization compared with no early medication treatment. This study suggests that an observed provider preference to use medications to treat patients who have comorbid physical illness may have deleterious long-term effects.