Challenges and Opportunities in Big Data Science to Address Health Inequities and Focus the HIV Response.

PURPOSE OF REVIEW: Big Data Science can be used to pragmatically guide the allocation of resources within the context of national HIV programs and inform priorities for intervention. In this review, we discuss the importance of grounding Big Data Science in the principles of equity and social justice to optimize the efficiency and effectiveness of the global HIV response. RECENT FINDINGS: Social, ethical, and legal considerations of Big Data Science have been identified in the context of HIV research. However, efforts to mitigate these challenges have been limited. Consequences include disciplinary silos within the field of HIV, a lack of meaningful engagement and ownership with and by communities, and potential misinterpretation or misappropriation of analyses that could further exacerbate health inequities. Big Data Science can support the HIV response by helping to identify gaps in previously undiscovered or understudied pathways to HIV acquisition and onward transmission, including the consequences for health outcomes and associated comorbidities. However, in the absence of a guiding framework for equity, alongside meaningful collaboration with communities through balanced partnerships, a reliance on big data could continue to reinforce inequities within and across marginalized populations.

Profiles of Sexual Economic Exchanges among Women in Kisumu, Kenya: A Latent Class Analysis.

Sexual economic exchanges, including sex work and transactional sex, have been consistently associated with HIV acquisition among young women in sub-Saharan Africa. Heterogeneity in HIV vulnerability across overlapping types of sexual economic exchange has not been sufficiently explored, limiting appropriate and effective linkage to prevention interventions. From January 2017 to May 2018, cross-sectional data were captured at screening for entry into an HIV incidence cohort in Kisumu, Kenya. Men and women aged 18-35 years completed a socio-behavioral questionnaire. Latent class analysis was used to classify sexually active women into discrete groups based on self-identification of occupational sex and other sexual exchanges, including exchange for money, gifts, food, school fees, substances, shelter/rent, and/or clothing. Profiles examined characteristics within and across typologies. Mixed logistic regression models assessed demographic and socio-behavioral characteristics associated with probabilistic class membership. A total of 1063 participants were screened, of whom 536 (50.4%) were sexually active women (median age: 27 years [interquartile range 23-30]). Sexual economic exchange was reported by 403 (77.2%) sexually active women, who most commonly reported recent exchange of sex for money (73.9%), gifts (19.6%), food (25.9%), and substances (17.7%); 44.6% reported selling sex as a primary or secondary occupation. Three profiles of sexual economic exchange were identified, each with distinct demographic, behavioral, and occupational characteristics: exchange for money and other necessities (23.3% prevalence), exchange for primarily money (38.2% prevalence), and sex comprising limited or no exchange (38.4% prevalence). In mixture modeling, as compared to limited or no exchange, exchange for money and other necessities, and exchange for primarily money were both associated with increased age, higher number of partners, and partners at least 10 years older. Heterogeneous patterns of sexual economic exchange were observed among women in Kenya reflect the different motivations and pathways by which women exchange sex. Female sex workers are often considered a homogeneous group, but these data highlight the need for differentiated services based on the diverse needs of women who engage in sexual economic exchange.

Trauma Indicators in Spinal Cord Injury Rehabilitation Outcomes: A Retrospective Cohort Analysis of the National Trauma Data Bank and National Spinal Cord Injury Database.

OBJECTIVE: To investigate whether initial emergency department physiological measures and metrics of trauma severity predict functional outcomes and neurologic recovery in traumatic spinal cord injury. DESIGN: Retrospective analysis of a clinical database. SETTING: Merged multicenter data from the Spinal Cord Injury Model Systems (SCIMS) database and National Trauma Data Bank from 6 academic medical centers across the United States. PARTICIPANTS: Patients (N=319) admitted to SCIMS rehabilitation centers within 1 year of injury. The majority of patients were men (76.2%), with a mean age of 44 years (SD, 19y). At rehabilitation admission, the most common neurologic level of injury was low cervical (C5-C8, 39.5%) and ASIA impairment scale (AIS) was A (34.4%). MAIN OUTCOME MEASURES: Primary outcomes were FIM motor score at discharge from inpatient rehabilitation and change in FIM motor score between inpatient rehabilitation admission and discharge. We hypothesized that derangements in emergency department physiological measures, such as decreased blood pressure and oxygen saturation, as well as increased severity of trauma burden, would predict poorer functional outcomes. RESULTS: Linear regression analysis showed that neurologic level of injury and AIS predicted discharge FIM motor score. Systolic blood pressure, heart rate, oxygen saturation, need for assisted respiration, and presence of penetrating injury did not predict discharge motor FIM or FIM motor score improvement. CONCLUSIONS: Initial emergency department physiological parameters did not prognosticate functional outcomes in this cohort.

Changes in Internet Use Over Time Among Individuals with Traumatic Spinal Cord Injury.

OBJECTIVE: To investigate the changes in total internet and mobile internet use over time and determine how demographic characteristics are related to changes in internet and mobile internet use among individuals with spinal cord injury (SCI). DESIGN: Cross-sectional analysis of a multicenter cohort study. SETTING: National SCI Database. PARTICIPANTS: Individuals with traumatic SCI with follow-up data collected between 2012 and 2018 (N=13,622). INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURES: Proportion of sample reporting internet use at all or through a mobile device over time and specifically in 2018. RESULTS: The proportion of internet users increased from 77.7% in 2012 to 88.1% in 2018. Older participants (P<.001); those with lower annual income (P<.001), less education (P<.001), non-White race or Hispanic ethnicity (P<.001), or motor incomplete tetraplegia (P=.004); and men (P=.035) were less likely to use the internet from 2012-2018. By 2018, there were no longer differences in internet use based on race and ethnicity (P=.290) or sex (P=.066). Mobile internet use increased each year (52.4% to 87.7% of internet users from 2012-2018), with a participant being 13.7 times more likely to use mobile internet in 2018 than 2012. Older age (P<.001), income <$50,000 (P<.001), high school diploma or less (P=.011), or non-Hispanic White race/ethnicity (P=.001) were associated with less mobile internet use over time. By 2018, there were no differences in mobile internet use by education (P=.430), and only participants with incomes >$75,000 per year had greater odds of mobile internet use (P=.016). CONCLUSIONS: Disparities associated with internet access are decreasing likely as a result of mobile device use. Increased internet access offers an important opportunity to provide educational and training materials to frequently overlooked groups of individuals with SCI.

Who Moves After SCI? Individual, Health, and Neighborhood Predictors of Residential Mobility Among Participants in the National Spinal Cord Injury Model Systems Database.

OBJECTIVE: To investigate residential mobility among community-living adults with spinal cord injury (SCI) and the individual, health, and neighborhood factors associated with the propensity to relocate. DESIGN: Retrospective analysis of data from the National SCI Model Systems (SCIMS) Database collected between 2006 and 2018 and linked with the American Community Survey 5-year estimates. SETTING: Community. INTERVENTIONS: Not applicable. PARTICIPANTS: People with traumatic SCI (N=4599) who participated in 2 waves of follow-up and had residential geographic identifiers at the census tract level. MAIN OUTCOME MEASURES: Moving was a binary measure reflecting change in residential locations over a 5-year interval. Move distance distinguished nonmovers from local movers (different tracts within the same county) and long-distance movers (to different county or state). Move quality included 4 categories: stayed/low poverty tract, stayed/high poverty tract, moved/low poverty tract, and moved/high poverty tract. RESULTS: One in 4 people moved within a 5-year interval (n=1175). Of the movers, 55% relocated to a different census tract within the same county and 45% relocated to a different county or state. Thirty-five percent of all movers relocated to a high poverty census tract. Racial and ethnic minorities, people from low-income households, and younger adults were more likely to move, move locally, and relocate to a high poverty neighborhood. High poverty and racial/ethnic segregation in the origin neighborhood predicted an increased risk for remaining in or moving to a high poverty neighborhood. CONCLUSIONS: Although people with SCI relocated at a lower rate than has been reported in the general population, moving was a frequent occurrence postinjury. People from vulnerable groups were more likely to remain in or relocate to socioeconomically disadvantaged neighborhoods, thus increasing the risk for health disparities and poorer long-term outcomes among minorities and people from low-income households. These findings inform policy makers' considerations of housing, health care, and employment initiatives for individuals with SCI and other chronic disabilities.

Sustained Reduction in Chlamydia Infections Following a School-Based Screening: Detroit, 2010-2015.

We describe school-based screening events in four Detroit, Michigan public high schools. To examine trends, we analyzed Chlamydia trachomatis data from 2010 to 2015. Prevalence of C. trachomatis decreased significantly (P < .01): from 10.24% to 6.27%. Future school-based screening events may bring about similar results if the program is instituted in a high-prevalence area and can achieve high student participation.

What Patients With Severe Mental Illness Transitioning From Hospital to Community Have to Say About Care and Shared Decision-Making.

Shared decision-making (SDM) has been slow to disseminate in mental health. We conducted focus groups with ten individuals with serious mental illness (SMI) treated in a 90 day, outpatient transitional care clinic. Parallel groups were held with family caregivers (n = 8). Individuals with SMI wanted longer visits, to have their stories heard, more information about options presented simply, to hear from peers about similar experiences, and a bigger say in treatment choices. Caregivers wanted to be invited to participate to a larger extent.  Results suggest that after a decade, SDM may not have the expected penetration in community mental health.

The Effect of a Liner on the Dispersion of Sacral Interface Pressures During Spinal Immobilization.

Sacral pressure ulcers are a significant problem following spinal cord injury and are felt to be in part due to the high interface-pressures generated while strapped to the spine board. The objective of this study was to determine sacral interface-pressure and sensing area in healthy volunteers on a spine board and the effects of a gel pressure dispersion liner. Thirty-seven volunteers were placed on a pressure-sensing mat between the subject and the spine board. Measurements were carried out with and without a gel liner. Pressures and sensing area were recorded every minute for 40 minutes. The highest pressure was generated at the sacral prominence of each subject. Mean interface-pressures were higher on the spine board alone than with the gel liner (p < .0001). Overall, mean sensing area was lower on the spine board than with the gel liner (p < .0001). Standard spinal immobilization causes high sacral interface-pressures. The addition of a gel liner on the spine board decreased overall mean sacral pressures and increased mean sensing area. Generation of sacral pressure ulcers may be related to the initial interface-pressures generated while the patient is strapped to the spine board. The addition of a gel liner may reduce the incidence of sacral pressure ulcers.

Impact of preoperative mental health diagnosis on postoperative opioid use patterns in spine fusion surgery: A systematic literature review.

Opioids are frequently prescribed for patients undergoing procedures such as spinal fusion surgery for the management of chronic back pain. However, the association between a preoperative mental health illness, such as depression or anxiety, and opioid use patterns after spinal fusion surgery remain unclear. Therefore, we performed a systematic literature review in accordance with PRISMA guidelines to identify articles from the PubMed Database that analyzed the relationship between preoperative mental health illness and postoperative opioid usage after spinal fusion surgery on June 1, 2023. The Methodological Index for Nonrandomized Studies (MINORS) was utilized to evaluate the quality of included articles. Seven studies with 139,580 patients and a mean MINORS score of 18 ± 0.5 were included in qualitative synthesis. The most common spine surgery performed was lumbar fusion (59 %) and the mean age across studies ranged from 50 to 62 years. The range of postoperative opioid usage patterns analyzed ranged from 1 to 24 months. The majority of studies (6/7; 86 %) reported that a preoperative diagnosis of mental health illness was associated with increased opioid dependence after spinal fusion surgery. Preoperative use of opioids for protracted periods was shown to be associated with postoperative chronic opioid dependence. Consensus findings suggest that having a preoperative diagnosis of a mental health illness such as depression or anxiety is associated with increased postoperative opioid use after spinal fusion surgery. Patient comorbidities, including diagnoses of mental health illness, must be considered by the spine surgeon in order to reduce rates of postoperative opioid dependence.

Novel application of latent class analysis to outcome assessment in traumatic brain injury with multiple injury subtypes or poly-TBI.

OBJECTIVE: The aim of this study was to stratify poly-traumatic brain injury (poly-TBI) patterns into discrete classes and to determine the association of these classes with mortality and withdrawal of life-sustaining treatment (WLST). METHODS: The authors performed a single-center retrospective review of their institutional trauma registry from 2018 to 2020 to identify patients with traumatic brain injury (TBI). Patients were included if they had moderate to severe TBI, defined as Glasgow Coma Scale score ≤ 12 and Abbreviated Injury Scale (AIS) head score ≥ 3, and the presence of more than one TBI subtype. TBI subtypes were defined as subdural hemorrhage (SDH), subarachnoid hemorrhage (SAH), intracerebral hemorrhage (ICH), and epidural hemorrhage (EDH). Latent class analysis was used to identify patient classes based on TBI subtypes and Rotterdam CT (RCT) scores. The authors then evaluated class membership in relation to categorical outcomes of in-hospital mortality and WLST by using Lanza et al.'s method. RESULTS: A total of 125 patients met inclusion criteria for poly-TBI. Latent class analysis yielded 3 poly-TBI classes: class 1-mixed; class 2-SDH/SAH; and class 3-EDH/SAH. Class 1-mixed had a higher likelihood of SDH, SAH, and ICH, and a lower likelihood of EDH. Class 2-SDH/SAH had a higher likelihood of only SDH and SAH. Class 3-EDH/SAH had a higher likelihood of EDH and SAH, and a lower likelihood of SDH and ICH. Class 1-mixed was relatively more likely to have an RCT score of 2. Class 2-SDH/SAH was relatively more likely to have an RCT score of 2, 3, and 4. Class 3-EDH/SAH had a higher likelihood of an RCT score of 3, 4, and 5. Class 1-mixed had significantly lower mortality (χ2 = 7.968; p = 0.005) and less WLST (χ2 = 4.618; p = 0.032) than Class 2-SDH/SAH. Class 2-SDH/SAH had the highest probability of death (0.612), followed by class 3-EDH/SAH (0.385) and class 1-mixed (0.277). Similarly, class 2-SDH/SAH had the highest WLST probability (0.498), followed by class 3-EDH/SAH (0.615) and class 1-mixed (0.238). CONCLUSIONS: Distinct poly-TBI classes were associated with increased in-hospital mortality and WLST. Further research with larger datasets will allow for more comprehensive poly-TBI class definitions and outcomes analysis.

Neighborhood Deprivation is Associated With Hospital Length of Stay, Discharge Disposition, and Readmission Rates for Patients Who Survive Hospitalization With Traumatic Brain Injury.

BACKGROUND AND OBJECTIVES: Traumatic brain injury (TBI) is a leading cause of disability in the United States. Limited research exists on the influence of area-level socioeconomic status and outcomes after TBI. This study investigated the correlation between the Area Deprivation Index (ADI) and (1) 90-day hospital readmission rates, (2) facility discharge, and (3) prolonged (≥5 days) hospital length of stay (LOS). METHODS: Single-center retrospective review of adult (18 years or older) patients who were admitted for TBI during 2018 was performed. Patients were excluded if they were admitted for management of a chronic or subacute hematoma. We extracted relevant clinical and demographic data including sex, comorbidities, age, body mass index, smoking status, TBI mechanism, and national ADI. We categorized national ADI rankings into quartiles for analysis. Univariate, multivariate, and area under the receiver operating characteristic curve (AUROC) analyses were performed to assess the relationship between ADI and 90-day readmission, hospital LOS, and discharge disposition. RESULTS: A total of 523 patients were included in final analysis. Patients from neighborhoods in the fourth ADI quartile were more likely to be Black (P = .007), have a body mass index ≥30 kg/m2 (P = .03), have a Charlson Comorbidity Index ≥5 (P = .004), and have sustained a penetrating TBI (P = .01). After controlling for confounders in multivariate analyses, being from a neighborhood in the fourth ADI quartile was independently predictive of 90-day hospital readmission (odds ratio [OR]: 1.35 [1.12-1.91], P = .011) (model AUROC: 0.82), discharge to a facility (OR: 1.46 [1.09-1.78], P = .03) (model AUROC: 0.79), and prolonged hospital LOS (OR: 1.95 [1.29-2.43], P = .015) (model AUROC: 0.85). CONCLUSION: After adjusting for confounders, including comorbidities, TBI mechanism/severity, and age, higher ADI was independently predictive of longer hospital LOS, increased risk of 90-day readmission, and nonhome discharge. These results may help establish targeted interventions to identify at-risk patients after TBI.

Outcomes After the Surgical Evacuation of Traumatic Acute Subdural Hematomas: The tASDH Risk Score.

BACKGROUND: Acute subdural hematoma (ASDH) is a common pathology following traumatic brain injury (TBI). There is sparse data on the prediction of clinical outcomes following traumatic ASDH (tASDH) evacuation. We investigated prognosticators of outcome following evacuation of tASDHs, with subset analysis in a cohort of octogenarians. We developed a scoring system for stratifying the risk of in-hospital mortality for patients undergoing tASDH evacuation. METHODS: A retrospective chart review was performed to identify all patients who underwent tASDH evacuation. Baseline clinical and demographic data including age, traumatic brain injury mechanism, admission Glasgow Coma Scale (GCS), and Rotterdam computed tomography Scale (RCS) were collected. In-hospital outcomes such as mortality and discharge disposition were collected. A scoring system (tASDH Score) which incorporates RCS (1-2 points), admissions GCS (0-1 points), and age (0-1 point) was created to predict the risk of in-hospital mortality following tASDH evacuation. RESULTS: Being an octogenarian (OR = 6.91 [2.20-21.71], P = 0.0009), having a GCS of 9-12 (OR = 1.58 [1.32-4.12], P = 0.027) or 3-8 (OR = 2.07 [1.41-10.38], P = 0.018), and having an RCS of 4-6 (OR = 3.49 [1.45-8.44], P = 0.0055) were independently predictive of in-hospital mortality. The in-hospital mortality rate was lower for those with a tASDH score of 1 (10%), compared to those with a score of 2 (12%), 3 (42%), and 4 (100%). CONCLUSIONS: Octogenarians with an RCS of 4-6 and an admission GCS <13 have a high risk of mortality following tASDH evacuation. Knowledge of which patients are unlikely to survive ASDH evacuation may help guide neurosurgeons in prognostication and goals of care discussions.

Can the electrically stimulated manual muscle test differentiate upper from lower motor neuron injury in persons with acute SCI?

OBJECTIVE: To determine if the motor response on the stimulated manual muscle test (SMMT) in muscles with a grade 0 motor score on the manual muscle test (MMT) can differentiate lower motor neuron (LMN) from upper motor neuron (UMN) injury based on the presence of spontaneous activity (SA) with needle EMG. DESIGN: Prospective Study. PARTICIPANTS/METHODS: Twenty-one subjects with acute traumatic cervical SCI. METHODS: An upper extremity International Standards for Neurological Classification of Spinal Cord Injury (ISNCSCI) evaluation was completed on all subjects. A needle EMG and an electrically stimulated manual muscle test (SMMT) were completed on all key upper extremity muscles with a MMT motor score of zero. RESULTS: The MMT, SMMT and Needle EMG were done on 77 muscles. The SMMT motor score was 0 on 10 muscles and >1 on 67 muscles. The needle EMG identified spontaneous activity (SA) in 55/77 muscles. Seventy percent (7/10) of the muscles with MMT and SMMT motor score of zero demonstrated SA on EMG. Seventy-two percent (48/67) of the muscles with MMT motor score = 0 and SMMT motor score ≥1 demonstrated SA on EMG. CONCLUSION: In our study, 70% of the muscles with a SMMT motor response of zero and 72% of the muscles with a SMMT motor response greater than or equal to one demonstrated SA on EMG. The use of the SMMT as a clinical measure to differentiate LMN from UMN integrity may be limited when applied.

Residential Mobility and Reasons for Moving Among People Living With Spinal Cord Injury: Results of a Multisite Survey Study.

Background: Residential mobility after spinal cord injury (SCI) has not been extensively examined despite a growing interest in investigating the relationship between neighborhood exposures and community living outcomes. Objectives: This study explores residential mobility patterns, the annual move rate, and reasons for moving among a community-living sample of adults with SCI. Methods: A survey was conducted with 690 people at six SCI Model Systems centers in the United States between July 2017 and October 2020. The outcomes included move status in the past 12 months, move distance, and the primary reason for moving. A sample from the 2019 American Community Survey (ACS) 5-year pooled estimates was obtained for comparative analysis. Descriptive statistics were used to summarize the distributions of the outcomes and differences between the samples. Results: The annual move rate for adults with SCI was 16.4%, and most moves were within the same county (56.6%). Recent movers were more likely to be young adults, be newly injured, and have low socioeconomic status. Housing quality, accessibility, and family were more frequently reported motivations for moving compared to employment. Young adults more commonly moved for family and accessibility, whereas middle-aged adults more commonly moved for housing quality. No notable difference was observed in the annual move rate between the SCI and the general population samples. Conclusion: These findings suggest an age-related pattern of residential relocation after SCI, which may be indicative an extended search for optimal living conditions that meet the housing and accessibility needs of this population.

In their own words: recovery after emergency general surgery in the older patient.

Objectives: Emergency general surgery (EGS) conditions, such as perforated intestines or complicated hernias, can lead to significant postoperative morbidity and mortality. We sought to understand the recovery experience of older patients at least 1 year after EGS to identify key factors for a successful long-term recovery. Methods: We conducted semi-structured interviews to explore recovery experiences of patients and their caregivers after admission for an EGS procedure. We screened patients who were aged 65 years or older at the time of an EGS operation, admitted at least 7 days, and still alive and able to consent at least 1 year postoperatively. We interviewed the patients, their primary caregiver, or both. Interview guides were developed to explore medical decision making, patient goals and expectations surrounding recovery after EGS, and to identify barriers and facilitators of recovery. Interviews were recorded and transcribed, and we used an inductive thematic approach to analysis. Results: We performed 15 interviews (11 patients and 4 caregivers). Patients wanted to return to their prior quality of life, or 'get back to normal.' Family was key in providing both instrumental support (eg, for daily tasks such as cooking, driving, wound care) and emotional support. Provision of temporary support was key to the recovery of many patients. Although most patients returned to their prior lifestyle, some also experienced depression, persistent abdominal effects, pain, or decreased stamina. When asked about medical decision making, patients expressed viewing the decision for having an operation not as a choice but, rather, the only rational option to treat a severe symptom or life-threating illness. Conclusions: There is an opportunity in healthcare to provide better education for older patients and their caregivers around instrumental and emotional support to bolster successful recovery after emergency surgery. Level of evidence: Qualitative study, level II.

Breaking barriers and building bridges: Increasing community engagement in program evaluation.

BACKGROUND: Between September 2015 and 2018, The Michigan Department of Health and Human Services (MDHHS) focused its Project PrIDE efforts on increasing PrEP awareness through a media campaign, and community engagement in. Wayne County, MI. A strained relationship between MDHHS and community has created barriers to sustained and effective community engagement. The local evaluation (LE) was developed to determine the barriers and facilitators to engagement in program activities. METHODS: To understand the process and the factors that impacted the project's goal, a mixed methods participatory evaluation approach was utilized. Data collection included quantitative data from meeting surveys, qualitative data from focus groups, and a photovoice project. Analysis and synthesis included descriptive statistics and deductive thematic coding. RESULTS: CAB engagement increased collaboration, enhanced feasibility and utility, appropriateness, sustainability of activities, and increased transparency between MDHHS and CAB. Thematic coding identified Barriers and facilitators to engagement with PrEP activites included restrictive funding, comprehensive services delivery and CAB feedback underutilized and resulting in ineffective campaign messages. CONCLUSIONS: Although a strained relationship was evident in the beginning, encouraging interagency collaboration in the development, implementation, and utilization of program and evaluation activities, resulted in the improvement of relationships between the community and MDHHS.

Medical, dental, and optical care utilization among community-living people with spinal cord injury in the United States.

CONTEXT/OBJECTIVE: Information about patterns of healthcare utilization for people living with spinal cord injury (SCI) is currently limited, and this is needed to understand independent community living after SCI. This study investigates self-reported healthcare utilization among community-living people with SCI and assesses disparities across demographic, socioeconomic, and injury-related subgroups. DESIGN: Secondary analysis of cross-sectional survey data administered via telephone interview. SETTING: 6 SCI Model Systems centers in the United States (California, Colorado, New Jersey, New York, Ohio, and Pennsylvania). PARTICIPANTS: Adults with chronic, traumatic SCI who were community-living for at least one year after the completion of an inpatient rehabilitation program (N = 617). INTERVENTIONS: Not applicable. OUTCOME MEASURES: Utilization of a usual source of 4 types of health care in the past 12 months: primary, SCI, dental, and optical. RESULTS: 84% of participants reported utilizing primary care in the past year. More than half reported utilizing SCI (54%) and dental (57%) care, and 36% reported utilizing optical care. There were no significant differences across key subgroups in the utilization of primary care. Participants who had been injured for 5 years or less and participants with greater educational attainment were more likely to report utilizing SCI care. Participants with higher household income levels were more likely to report using dental care. Female participants and older age groups were more likely to report using optical care. CONCLUSION: Rates of healthcare utilization among people with SCI are below recommended rates and vary across demographic, socioeconomic, and injury-related subgroups. This information can inform future research to target barriers to using healthcare services among community-living people with SCI.

Cell telephone ownership and social integration in persons with spinal cord injury.

OBJECTIVES: To describe the prevalence and demographic characteristics associated with cell telephone ownership and to investigate whether cell telephone ownership has a positive relationship with social integration. DESIGN: Cross-sectional. SETTING: Spinal Cord Injury (SCI) Model Systems. PARTICIPANTS: Participants (N=7696) with traumatic SCI who were entered into the National SCI Database and completed a follow-up interview from April 2004 through April 2009. INTERVENTIONS: None. MAIN OUTCOME MEASURES: Cell telephone ownership; Craig Handicap Assessment Reporting Technique Social Integration subscale. RESULTS: A total of 73% of participants owned a cell telephone. Persons who were younger, employed, achieved education beyond grade school, and had computer and e-mail access were more likely to own cell telephones. Not owning a cell telephone decreased the likelihood of belonging to the high-social-integration group compared with the low-integration group (odds ratio, .509; 95% confidence interval, .396-.654). Persons with low or medium social integration scores were less likely to own a cell telephone than those who had high social integration scores. CONCLUSION: In this study, most participants owned a cell telephone, although 27% did not compared with 13% nonowners in the general population. Owning a cell telephone increased the likelihood of being more socially integrated compared with non-cell telephone ownership.

Emergency evacuation readiness of full-time wheelchair users with spinal cord injury.

OBJECTIVES: To determine the percentage of full-time wheelchair users with spinal cord injuries who felt they could evacuate from various locations, and the percentage who have a plan for evacuation. Study results will help clinicians and emergency officials understand needs related to evacuation preparedness. DESIGN: Convenience sample survey. SETTING: Six Spinal Cord Injury Model System centers, part of the national database funded through the Department of Education, National Institute on Disability and Rehabilitation Research. PARTICIPANTS: People (N=487) with spinal cord injuries who use a wheelchair more than 40 hours a week. INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURES: The percentage of wheelchair users who felt they would be able to safely evacuate, had a plan for safe evacuation, or reported a need for assistive technology and human assistance to evacuate from various locations in the event of an emergency. RESULTS: The highest percentage of participants felt they would be able to safely evacuate and had a plan for work evacuation. The lowest percentage of participants reported they could evacuate from their city/town in the event of an emergency and had a plan to evacuate their city/town in the event of a natural disaster. A large difference exists between the percentage of participants who felt they could evacuate and those who have a plan for evacuation. CONCLUSIONS: A large discrepancy exists between the perception that one can evacuate and actually having a plan. The perception that one can evacuate without a plan or the use of assistive technology is an area of concern that must be further addressed by educators. Education must emphasize the need to have a defined evacuation plan and effective utilization of assistive technology.

Republished original article: Resident-initiated interventions to improve inpatient heart-failure management.

BACKGROUND: Third-year internal medicine residents participating in a quality improvement rotation identified gaps between the Joint Commission's ORYX quality guidelines and clinical practices for the inpatient management of heart failure (HF) at the William S. Middleton Memorial Veterans Hospital. Residents focused on the performance metrics associated with tobacco-cessation counselling documentation, ejection fraction assessment and angiotensin-converting enzyme inhibitor/angiotensin receptor blocker prescriptions. METHODS: After analysing data collected by the External Peer Review Program, residents reviewed the institution's admissions and discharge processes with the aim of improving quality and compliance. In redesigning these processes, residents created an admissions template and a discharge face sheet, and compared specific ORYX measure compliance rates before and after institution-wide implementation. RESULTS: Following implementation of the tobacco-cessation admissions template, 100% of HF patients who used tobacco received documented cessation counselling, compared with 59% prior to intervention (p<0.01, n=32). Following implementation of the mandatory discharge face sheet, 97% of HF patients (compared with 92% preintervention, p>0.05) received comprehensive discharge instruction; LV function assessment went from 98% to 100% (p>0.05); and angiotensin-converting enzyme inhibitor/angiotensin receptor blocker prescription for left ventricular systolic dysfunction at discharge (or documentation of a contra-indication) went from 82% to 100% (p<0.01, n=48). DISCUSSION: By implementing a standardised admissions template and a mandatory discharge face sheet, the hospital improved its processes of documentation and increased adherence to quality-performance measures. By strengthening residents' learning and commitment to quality improvement, the hospital created a foundation for future changes in the systems that affect patient care.