Social Determinants of Health Factors and Loss-To-Follow-Up in the Field of Vascular Surgery.

BACKGROUND: It is estimated that 22-57% of vascular patients are lost to follow-up (LTF) which is of concern as the Society of Vascular Surgery recommends annual patient follow-up. The purpose of this report was to identify social determinants of health factors (SDoH) and their relationship to LTF in vascular patients. METHODS: The methods employed were a systematic literature review of 29 empirical articles and a retrospective quality improvement report with 27 endovascular aortic repair (EVAR) and thoracic endovascular aortic repair (TEVAR) patients at the University of Chicago. RESULTS: The systematic literature review resulted in 2,931 articles which were reduced to 29 articles meeting the inclusion criteria. Demographic variables were more frequently cited than SDoH factors, but the most common were smoking, transportation, and socioeconomic status/insurance. Additionally, 176 EVAR and TEVAR patients were called resulting in 27 patients who completed a SDoH questionnaire. Twenty-six percent indicated they had missed at least 1 appointment with the top reasons being work or family responsibilities. Due to limited patient size no statistical analyses were performed, but frequencies of responses to SDoH questions were reported to augment the existing limited literature and guide future research into variables such as one's ability to pay for basics like food or mortgage. CONCLUSIONS: SDoH factors are important yet understudied aspects of endovascular repairs that require more research to understand their impact on vascular surgery follow-up rates and outcomes. Additional research is needed as lack of consideration of such factors may impact the generalizability of existing research and such knowledge may help in informing clinician treatment plans.

The geometric evolution of aortic dissections: Predicting surgical success using fluctuations in integrated Gaussian curvature.

Clinical imaging modalities are a mainstay of modern disease management, but the full utilization of imaging-based data remains elusive. Aortic disease is defined by anatomic scalars quantifying aortic size, even though aortic disease progression initiates complex shape changes. We present an imaging-based geometric descriptor, inspired by fundamental ideas from topology and soft-matter physics that captures dynamic shape evolution. The aorta is reduced to a two-dimensional mathematical surface in space whose geometry is fully characterized by the local principal curvatures. Disease causes deviation from the smooth bent cylindrical shape of normal aortas, leading to a family of highly heterogeneous surfaces of varying shapes and sizes. To deconvolute changes in shape from size, the shape is characterized using integrated Gaussian curvature or total curvature. The fluctuation in total curvature (δK) across aortic surfaces captures heterogeneous morphologic evolution by characterizing local shape changes. We discover that aortic morphology evolves with a power-law defined behavior with rapidly increasing δK forming the hallmark of aortic disease. Divergent δK is seen for highly diseased aortas indicative of impending topologic catastrophe or aortic rupture. We also show that aortic size (surface area or enclosed aortic volume) scales as a generalized cylinder for all shapes. Classification accuracy for predicting aortic disease state (normal, diseased with successful surgery, and diseased with failed surgical outcomes) is 92.8±1.7%. The analysis of δK can be applied on any three-dimensional geometric structure and thus may be extended to other clinical problems of characterizing disease through captured anatomic changes.

Inpatient pediatric nursing staff experiences treating psychiatric patients: A mixed methods study.

PROBLEM: A gap in the literature exists attempting to understand the impact that the influx of pediatric psychiatric patients has had on inpatient general medicine pediatric nursing staff. METHODS: A mixed-method research study was conducted among full- and part-time pediatric nurses and nursing assistants working on general pediatric units. Quantitative data was collected via an anonymous survey using the Professional Quality of Life Scale version 5 and Support Appraisal for Work Stressors scale. Surveys were followed by semistructured interviews. FINDINGS: Of the 158 staff eligible, 47 (29.7%) participated in the quantitative portion. [Correction added on 29 September 2023, after the first online publication: In the preceding sentence, the participation rate was revised from 23.5% to 29.7% in this version.] Significant differences were found between roles, with nurses experiencing lower levels of compassion satisfaction and higher levels of burnout. Role differences were seen in supervisor support and nonwork support, with nurses reporting less support from both. Supervisor support showed a significant correlational relationship with compassion satisfaction and burnout. Nonwork support showed similar correlations with compassion satisfaction and burnout. Themes that emerged from the interviews were Barriers to Care, Emotional Impact, and "Help Me Help You." CONCLUSION: Nurses may be at greater risk for compassion fatigue due to perceived inadequate support from leadership, unclear role expectations, and lack of resources.

Hypotensive Events in Pediatric Patients Receiving Dexmedetomidine for MRI.

PURPOSE: Dexmedetomidine, the preferred pediatric sedating agent for magnetic resonance imaging (MRI), has the side effect of hypotension. Newer recommendations for reporting adverse events in pediatric procedural sedation include using a two-pronged definition. Our aim was to describe the incidence of hypotension in patients undergoing sedated MRI and to identify demographic and clinical factors associated with hypotension, applying a two-pronged definition, where a numerical threshold/clinical criterion must be met as well as at least one clinical intervention performed. DESIGN: An observational cohort study. METHODS: Medical record data were extracted for outpatients less than 18 years of age sedated primarily with dexmedetomidine for MRI in a single center for over a seven-year period. Patients who received propofol as an adjunct were also included. Hypotension was defined using a two-pronged approach, as a 20% reduction in systolic blood pressure from baseline lasting ≥10 minutes, coupled with a fluid bolus. Analysis included descriptive statistics, t tests and logistic regression using discrete-time survival analysis. FINDINGS: Of the 1,590 patient encounters, 90 (5.7%) experienced hypotension. Males were significantly more likely to have hypotension. Patients with hypotension had overall longer appointment times, including longer sedation times and recovery time. Greater blood pressure (BP) variability in the preceding 20 minutes also increased the risk of hypotension. CONCLUSIONS: Our lower incidence of hypotension is likely related to the two-pronged intervention-based definition used, as it likely more accurately reflects clinically meaningful hypotension. To our knowledge, this is the first study using this approach with this population. Research further examining the relationship between prolonged sedation, blood pressure variability, gender, hypotension, and recovery time is needed. Understanding these relationships will help interdisciplinary teams, including nurses in pediatric procedural areas, to reduce the incidence of hypotension, potentially maximize patient safety, and optimize throughput.

Using a Cascading Approach to Improve Multisite Study Procedures.

BACKGROUND: Multisite studies offer larger, more diverse samples to successfully capture populations and clinical practices of interest at the point of care. However, investigators face challenges with site recruitment and sampling, differences in clinical practices across sites, and data integrity. Addressing these issues a priori can improve the rigor and reproducibility of the research. OBJECTIVE: This article aims to describe a cascading approach to multisite research. An exemplar is provided of a study using this approach, which aimed to evaluate the prevalence of pain and the pain management practices provided to critically ill children in pediatric intensive care units in the United States. METHODS: The cascading approach includes two or more pilot study procedures with a progressively increasing number of sites prior to a full-scale study. Following each pilot, study procedures are evaluated; feedback was obtained from site personnel and content experts; procedures were revised accordingly; approvals were obtained; sites were trained; and the revised procedures are repeated with a larger, more diverse number of sites. RESULTS: In the exemplar provided, improvements in the efficiency and integrity of data collection were noted for the full-scale study following the pilots. All sites that completed the agreements and approvals for study participation were retained for the duration of the two pilots and full-scale study. DISCUSSION: Borrowing from principles of process improvement, the cascading approach allows knowledge to be gained regarding site differences and informs the revision of study procedures while potentially maximizing efficiency and data integrity, minimizing site burden, and maintaining site engagement for multisite studies.

A Systematic Review of the Relationship Between Discrimination, Racism, and Type 2 Diabetes Healthcare Outcomes for Black Americans.

BACKGROUND: Disparities in type 2 diabetes (T2DM) risk, care, and complications impact Black Americans more than that of their White counterparts. This study aims to examine the association between discrimination, racism, and T2DM care and outcomes in Black Americans. METHOD: The systematic review was performed according to the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) guidelines. RESULTS: A total of six original research articles met the inclusion criteria, comprising three quantitative and three qualitative studies. Overall, the systematic review findings revealed that among Black Americans, perceived interpersonal discrimination and racism by healthcare professionals are associated with patients' behaviors that impact T2DM outcomes. The findings also revealed that provider-level factors such as communication, provider assumptions and attitudes, information sharing, shared decision-making, and disease management behaviors might influence T2DM outcomes in this population. DISCUSSION: Better T2DM-related outcomes depend on optimal disease control through adequate disease management. Building a therapeutic and culturally appropriate relationship free of discrimination and racism is vital for optimal disease management and decreasing health disparities in this patient population. CONCLUSION: Perceived interpersonal racism and discrimination by healthcare providers, among other sociocultural factors, play a crucial role in influencing some patient behaviors that affect T2DM health outcomes in this population. Efforts to decrease health disparities in this specific community should also focus on interventions addressing provider-level factors and behaviors perceived as racist or discriminatory.

Transitioning to Independent Nursing Practice during COVID-19: A Mixed Methods Study.

The COVID-19 pandemic presented challenges to onboard and support new graduate nurses (NGNs). This study sought to explore the perceptions of nurses entering clinical practice during the COVID-19 pandemic. Using mixed methods, we investigated the experiences of NGNs entering the field during the pandemic and how a nurse residency program (NRP) adapted to meet their needs. Newly graduated nurses entering practice in November 2019 described their transition through nurse experience surveys and focus group discussions. Results from the quantitative data reported on compassion satisfaction, burnout, and exposure to secondary traumatic stress. The qualitative data mirrored these findings with the discovery of the following five themes: transitioning through an NRP, impact to nursing care, value of coworkers, coping, and professional growth. These findings illustrate the need to better support future practice transitions in times of disruption and change.

Median arcuate ligament syndrome: a cost analysis to determine the economic burden of a rarely diagnosed disease.

Background: Chronic abdominal pain (CAP) is a medical condition resulting in enormous economic burden and healthcare utilization costs. One understudied source of CAP is the median arcuate ligament syndrome (MALS). MALS is often not diagnosed and treated for a variety of reasons, including the fact that MALS is highly comorbid with psychological symptoms and psychiatric disorders similar to CAP. To better inform future work on the study of MALS, we undertook a pilot study to estimate the economic impact and public health burden of this condition. We hypothesized that MALS imposes a significant public health burden. Methods: Pediatric and adult patients enrolled in a prospective study undergoing multidisciplinary evaluation and treatment for MALS at a tertiary care facility were invited to participate in a brief self-report survey, the Direct and Indirect Medical Care Impact of MALS Form, to capture health care resources including procedures, surgeries, health care visits, and absenteeism (school and work). To estimate costs from the Direct and Indirect Medical Care Impact of MALS Form, the medical care usage data self-reported by patients were converted to dollar value utilizing FSC-93 billing data and corresponding current procedural terminology (CPT) codes for procedures and provider visits one year prior to surgery and then following surgery. Descriptive analyses were conducted to characterize the sample in terms of demographics and reported absences from school and work. Results: One hundred and nineteen patients (mean age = 30.9 ± 13.0) completed the questionnaires, yielding a 57% response rate. 82.4% (n = 98) of the participants were female and 90.8% (n = 108) were non-Hispanic/Latine white. The mean and median surgical follow-up periods were 5.3 and 5.4 years, respectively. Overall, median cost of provider and ancillary healthcare provider visits for each patient was (US)$19,119 including the pre-operative and post-operative visits. The mean cost for providers alone was (US)$28,908. Wilcoxon signed-ranks tests indicated that the postoperative missed number of days of school were significantly lower than the pre-surgical number of missed school days (Z = -3.36, p = 0.001). Similarly, there were significantly less missed work-days following surgery than before for the entire sample (Z = -2.86, p = 0.004). Conclusion: Median arcuate ligament syndrome imposes a large economic burden on patients and the healthcare system. The current findings, although reflective of a homogenous population, are adding to a growing body of literature suggesting that healthcare disparities play a role in the low rates of diagnosis and treatment of MALS.

Quantifying Compassion Fatigue in Ancillary and Clinical Staff in an Adult Emergency Department.

INTRODUCTION: Emergency department (ED) staff are at a high risk for compassion fatigue (CF) due to a work environment that combines high patient acuity, violence, and other workplace stressors. This multifaceted syndrome has wide-ranging impacts which, if left untreated, can lead to adverse mental health conditions including depression, anxiety, and substance use disorders. However, the majority of studies examining CF look solely at clinicians; as a result, there is little information on the impact of CF across other roles involved in supporting patient care. We conducted this study to establish the prevalence of CF across both clinical and non-clinical roles in the adult ED setting. METHODS: For this single institution, cross-sectional study, all full- and part-time ED staff members who worked at least 50% of their shifts in the ED or within the adult trauma service line were eligible to participate. Using the Professional Quality of Life Scale, which measures CF via compassion satisfaction (CS), burnout (BO), and secondary traumatic stress (STS), we assessed for group differences between roles using non-parametric one-way ANOVA. RESULTS: A total of 152 participants (response rate = 38.0%) completed the survey. This included attending physicians (n = 15, 9.7%), resident/fellow physicians (n = 23, 15.1%), staff nurses (n = 54, 35.5%), emergency technicians (n = 21, 13.8%), supportive clinical staff (n = 28, 18.4%), and supportive ancillary staff (n = 11, 7.2%). Across all roles, the majority of respondents had average levels of BO (median = 25.0, interquartile range [IQR] 20.0-29.0) and STS (median = 23.0, IQR 18.0-27.0) coupled with high levels of CS (median = 38.0, IQR 33.0-43.0). There was a difference in CS by role (P = .01), with nurses reporting lower CS than attending physicians. Secondary traumatic stress also differed by role (P = .01), with attending physicians reporting lower STS than both emergency technicians and nurses. Group differences were not seen in BO. CONCLUSIONS: Rates of compassion fatigue subcomponents were similar across all ED team members, including non-clinical staff. Programs to identify and mitigate CF should be implemented and extended to all roles within the ED.

Nurse-Driven Assessment, Prevention, and Management of Delirium on an Acute Inpatient Neurology Unit.

BACKGROUND: Delirium commonly affects hospitalized patients and is associated with increased hospital length of stay, discharge to skilled care, cost, morbidity, and mortality. LOCAL PROBLEM: At our organization, there was no formal delirium assessment performed by the nursing staff outside of the intensive care unit. METHODS: Assessment of nurses' knowledge about delirium, a nurse-driven delirium screening protocol, and patient education were implemented on an adult inpatient neurology unit. Knowledge change, protocol implementation, and patient-level outcomes were assessed. INTERVENTIONS: Staff nurse delirium education and a nurse-driven delirium screening protocol were implemented. RESULTS: No change in nursing knowledge occurred pre/postintervention. Falls, falls with injury, and restraint and sitter usage decreased. Changes in length of stay varied over the intervention period. The trend to discharge to home increased, while the trend to discharge to skilled nursing care decreased. CONCLUSIONS: Formal delirium screening protocols may add organizational value by positively impacting patient outcomes.

Palliative Care Utilization Following Out-of-Hospital Cardiac Arrest in Pediatrics.

OBJECTIVES: Pediatric out-of-hospital cardiac arrest (OHCA) is associated with significant morbidity and mortality. Pediatric palliative care (PPC) services could provide an integral component of the comprehensive care necessary for these patients and their families. The main objectives of this study are to examine the utilization of PPC following OHCA and compare the differences in characteristics between children who received PPC with those who did not. DESIGN: Retrospective cohort study. SETTING: An urban, tertiary PICU. PATIENTS: Children less than 21 years old admitted from October 2009 to October 2019 with an admitting diagnosis of OHCA and minimum PICU length of stay (LOS) of 48 hours. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Of the 283 patient charts reviewed, 118 patient encounters met inclusion criteria. Of those, 34 patients (28.8%) received a PPC consultation during hospitalization. Patients who received PPC had a longer PICU LOS (14.5 vs 4.0 d), a greater number of ventilator days (12.5 vs 4.0 d), and a larger proportion of do-not-resuscitate (DNR) statuses (41% vs 19%). When comparing the disposition of survivors, a greater proportion was discharged to rehab or nursing facilities (47% vs 28%), with no difference in mortality rates (53% vs 50%). In the multivariate logistic regression model, older age, longer LOS, and code status (DNR) were all associated with higher likelihood of PPC utilization. Data were analyzed using descriptive, Mann-Whitney U, and Fisher exact statistics. CONCLUSIONS: Our study demonstrates PPC services following OHCA are underutilized given the high degree of morbidity and mortality. The impact of automatic PPC consultation in all OHCA patients who survive beyond 48 hours should be explored further. Future studies are warranted to understand the benefits and barriers of PPC integration into standard postarrest care for patients and families.

Racial and Ethnic Differences in Inpatient Palliative Care for Pediatric Stem Cell Transplant Patients.

OBJECTIVES: Racial/ethnic disparities in utilizing inpatient palliative care services are well documented in the adult literature. However, the impact of racial/ethnic disparities in the context of pediatric palliative care is less well understood even in high-acuity patient populations such as stem cell transplant patients. We investigated racial/ethnic differences in the utilization of inpatient palliative care consultations (IPCCs) for pediatric stem cell transplant patients. STUDY DESIGN: A retrospective cohort study was conducted using the Pediatric Health Information System database. A generalized linear mixed effects model was developed to assess demographic and clinical characteristics associated with the likelihood of receiving IPCC. SETTING: Thirty-eight tertiary pediatric hospitals in the United States. PATIENTS: Pediatric patients undergoing stem cell transplantation for any indication from January 2017 to December 2019. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Of the 1,193 inpatient encounters studied, 12% (n = 143) included a palliative care consult. IPCC rates varied across hospitals with a median rate of 5.97% (interquartile range, 0.00-20.71). In multivariable analyses, Hispanic/Latinx patients were 59% less likely to receive IPCC compared with non-Hispanic White patients (odds ratio [OR], 0.41; 95% CI, 0.21-0.78). This difference persisted after adjusting for all other sociodemographic and clinical factors. In terms of the other clinical characteristics, having a malignant condition and mechanical ventilation were associated with significantly increased odds of receiving IPCC for the entire cohort (OR Malignancy: 1.93; 95% CI: 1.07-3.51; OR Mechanical Ventilation: 2.37; 95% CI: 1.36-4.13). The remainder of the variables were not found to be significantly associated with IPCC. CONCLUSIONS: Racial and ethnic differences exist in the likelihood of receiving palliative care consultations among hospitalized pediatric stem cell transplant recipients. Evaluating the impact of systemic racism and social determinants on palliative care medicine as well as standardizing early integration of IPCC may potentially mitigate disparities in this population.

Predicting Who Receives Nonpharmacologic Pain Interventions in the Pediatric Intensive Care Unit.

AIMS: The majority of patients in the pediatric intensive care unit (PICU) experience pain daily, while nonpharmacologic interventions are indicated for pain management in children, there is limited information on which nonpharmacologic interventions are provided in the PICU and which patients receive those interventions. The aim of this descriptive correlational secondary data analysis was to determine what nonpharmacologic interventions were recorded in the electronic health record of PICU patients and patterns in use by patient demographics. SETTING/SUBJECTS: All patients hospitalized in 15 participating PICUs are located within 12 unique children's hospitals across the United States were eligible for participation. METHODS: Nonpharmacologic interventions used in the PICU were identified and differences between patients who did and did not receive those interventions were examined using Fisher's exact test. A generalized linear mixed effects model was constructed to determine patient characteristics that predict nonpharmacologic pain intervention application. RESULTS: Of 220 enrolled patients, 97 (44%) had nonpharmacologic pain interventions recorded in their electronic health record. The most frequently recorded interventions included repositioning (65%), decreasing environmental stimuli (55%), caregiver presence (37%), distraction (23%), and music therapy (20%). Children who had moderate to severe pain were most likely to receive nonpharmacologic pain interventions. CONCLUSIONS: Nonpharmacologic pain management is applied inconsistently across PICUs and may be underdocumented or underutilized. Additional research is needed to determine when nurses use nonpharmacologic pain interventions, their rationale for applying these interventions across differing groups, and the effectiveness of these interventions in managing pain in critically ill children.

Novel Trauma Composite Score is superior to Injury Severity Score in predicting mortality across all ages.

BACKGROUND: Injury Severity Score (ISS) is a widely used metric for trauma research and center verification; however, it does not account for age-related physiologic parameters. We hypothesized that a novel age-based injury severity metric would better predict mortality. METHODS: Adult patients (≥18 years) sustaining blunt trauma (BT) or penetrating trauma (PT) were abstracted from the 2010 to 2016 National Trauma Data Bank. Admission vitals, Glasgow Coma Scale, ISS, mechanism, and outcomes were analyzed. Patients with incomplete/non-physiologic vital signs were excluded. For each age: (1) a cut point analysis was used to determine the ISS with the highest specificity and sensitivity for predicting mortality and (2) a linear discriminant analysis was performed using ISS, ISS greater than 16, Trauma and Injury Severity Score, and Revised Trauma Scale to compare each scoring system's mortality prediction. A novel injury severity metric, the trauma component score (TCS), was developed for each age using significant (p < 0.05) variables selected from Abbreviated Injury Scale scores, Glasgow Coma Scale, vital signs, and gender. Receiver operator curves were developed and the areas under the curve were compared between the TCS and other systems. RESULTS: There 777,794 patients studied (BT, 91.1%; PT, 8.9%). Blunt trauma patients were older (53.6 ± 21.3 years vs. 34.4 ± 13.8 years), had higher ISS scores (11.1 ± 8.5 vs. 8.5 ± 8.9), and lower mortality (2.9% vs. 3.4%) than PT patients (p < 0.05). When assessing the entire PT and BT cohort the optimal ISS cut point was 16. The optimal ISS was between 20 and 25 for BT younger than 70 years. For those older than 70 years, the optimal BT ISS steadily declined as age increased PT's cut point was 16 or less for all ages assessed. When the injury metrics were compared by area under the curve, our novel TCS more accurately predicted mortality across all ages in both BT and PT (p < 0.001). CONCLUSION: Injury Severity Score is a poor mortality predictor in older patients and those sustaining penetrating trauma. The age-based TCS is a superior metric for mortality prediction across all ages. LEVEL OF EVIDENCE: Clinical outcomes, Level IV.

Quality of Transition From Hospital to Home: The Influence of Nurse- and Patient-Reported Readiness.

Identifying those at risk of poor outcomes after hospital discharge is a central focus of health care systems. Our purpose was to better understand whether and how patient- and nurse-assessed readiness for discharge (Pt- and RN-RHDS) is related to patient experiences after discharge. We conducted a prospective survey of 70 Veterans and their assigned nurses on the day of, and again with Veterans 2 weeks after, hospital discharge. The predictive model for post-discharge coping difficulty included educational level ( p = .05) and an interaction between Pt-RHDS ratings and Pt-RN RHDS discordance ( p = .01). The predictive model for patient-reported quality of hospital to home transition experience included Pt-RN RHDS discordance and an interaction between Pt-RHDS and the number of people living with the patient ( p = .05). Our findings demonstrate that agreement between Pt- and RN-RHDS may be an important measure in work aiming to improve patient outcomes post-hospitalization.

Conducting Biobehavioral Research in Patients With Advanced Cancer: Recruitment Challenges and Solutions.

Despite significant advances in cancer treatment and symptom management interventions over the last decade, patients continue to struggle with cancer-related symptoms. Adequate baseline and longitudinal data are crucial for designing interventions to improve patient quality of life and reduce symptom burden; however, recruitment of patients with advanced cancer in longitudinal research is difficult. Our purpose is to describe challenges and solutions to recruitment of patients with advanced cancer in two biobehavioral research studies examining cancer-related symptoms. Study 1: Symptom data and peripheral blood for markers of inflammation were collected from newly diagnosed patients receiving chemotherapy on the first day of therapy and every 3-4 weeks for up to 6 months. Study 2: Symptom data, blood, and skin biopsies were collected from cancer patients taking epidermal growth factor receptor inhibitors at specific time points over 4 months. Screening and recruitment results for both studies are summarized. Timing informed consent with baseline data collection prior to treatment initiation was a significant recruitment challenge for both the studies. Possible solutions include tailoring recruitment to fit clinic needs, increasing research staff availability during clinic hours, and adding recruitment sites. Identifying solutions to these challenges will permit the conduct of studies that may lead to identification of factors contributing to variability in symptoms and development of tailored patient interventions for patients with advanced cancer.

Testing a Resilience Training Program in Police Recruits: A Pilot Study.

BACKGROUND: Stress from multiple sources is inherent in law enforcement. However, it is possible to modify responses to stress with resilience training that includes teaching techniques to modify emotional and physical responses to stress, interface with mental health professionals, and practice sessions to improve self-regulation of responses to stress including coherence, a measure of heart rate variability. A gap exists in the research, however, regarding evaluation of the duration of effects after the initial resilience training. METHOD: Subjects included ( N = 34) recruits enrolled in summer 2015 at the Milwaukee Police Academy. An experimental design was used to compare recruits who received resilience training to recruits in the control group. RESULTS: No statistically significant differences between the groups were found for self-reported measures of stress and resilience. For the treatment group ( n = 17), change in coherence was significant ( p < .001) and improvement in the Personal Organizational Quality Assessment Emotional Buoyancy subscale correlated significantly with the number of practice sessions ( r = .63, p = .01) and marginally with change in coherence ( r = .47, p = .07). CONCLUSION: Results confirm several significant effects of resilience training with recruits.

Pain sensitivity profiles in patients with advanced knee osteoarthritis.

The development of patient profiles to subgroup individuals on a variety of variables has gained attention as a potential means to better inform clinical decision making. Patterns of pain sensitivity response specific to quantitative sensory testing (QST) modality have been demonstrated in healthy subjects. It has not been determined whether these patterns persist in a knee osteoarthritis population. In a sample of 218 participants, 19 QST measures along with pain, psychological factors, self-reported function, and quality of life were assessed before total knee arthroplasty. Component analysis was used to identify commonalities across the 19 QST assessments to produce standardized pain sensitivity factors. Cluster analysis then grouped individuals who exhibited similar patterns of standardized pain sensitivity component scores. The QST resulted in 4 pain sensitivity components: heat, punctate, temporal summation, and pressure. Cluster analysis resulted in 5 pain sensitivity profiles: a "low pressure pain" group, an "average pain" group, and 3 "high pain" sensitivity groups who were sensitive to different modalities (punctate, heat, and temporal summation). Pain and function differed between pain sensitivity profiles, along with sex distribution; however, no differences in osteoarthritis grade, medication use, or psychological traits were found. Residualizing QST data by age and sex resulted in similar components and pain sensitivity profiles. Furthermore, these profiles are surprisingly similar to those reported in healthy populations, which suggests that individual differences in pain sensitivity are a robust finding even in an older population with significant disease.

Readiness for Hospital Discharge, Health Literacy, and Social Living Status.

Patient characteristics and lack of preparedness are associated with poor outcomes after hospital discharge. Our purpose was to explore the association between patient characteristics and patient- and nurse-completed Readiness for Hospital Discharge Scale (RHDS). We conducted a prospective study of 70 Veterans being discharged from medical and surgical units. Differences in RHDS knowledge subscale scores were found among literacy levels, with lower perceived knowledge reported for those with marginal or inadequate literacy (p = .03). Differences in RHDS expected support subscale scores were also found, with those who were unmarried and/or living alone (p < .001) anticipating less support upon discharge. No other differences were found. Similar differences were found for the RHDS completed by nurses. These findings suggest that the RHDS appears responsive to differences in health literacy and social environment, adding to evidence of its utility as a tool to identify, and plan interventions for, those at risk for readmission.

Diabetes self-management: using the Colored Eco-Genetic Relationship Map to assess social support.

BACKGROUND: The positive association between individual social support and diabetes health outcomes is well established. However, most tools for assessing social support are highly structured and are rarely used in clinical settings and/or clinical outcomes research. A novel tool that has been shown to engage patients in the identification and use of their social networks is the Colored Eco-Genetic Relationship Map (CEGRM). OBJECTIVE: The purpose of this pilot study was to explore the feasibility of using the CEGRM adapted for eliciting information about how individuals with diabetes use their social networks to support their self-management efforts. METHODS: A sample of 18 adult patients with diabetes completed the newly created diabetes-CEGRM (D-CEGRM) alongside structured questions regarding social support for diabetes self-management. RESULTS: Whereas structured questions elicited information about participants' use of social networks, the D-CEGRM expanded on answers from structured questions by identifying both positive and negative aspects of social support, additional individual and community-based resources, and nuanced interpersonal information about the individuals involved. DISCUSSION: The D-CEGRM appears to be feasible and useful in assessing the social networks of adults with diabetes and how they are used to support tasks related to self-management. The information elicited by completing the D-CEGRM expanded on information collected through structured questions about social support in a way that might better address research questions and inform clinical decision making.