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991.
Objective This study investigates the use of visualization techniques reported between 1996 and 2013 and evaluates innovative approaches to information visualization of electronic health record (EHR) data for knowledge discovery.Methods An electronic literature search was conducted May–July 2013 using MEDLINE and Web of Knowledge, supplemented by citation searching, gray literature searching, and reference list reviews. General search terms were used to assure a comprehensive document search.Results Beginning with 891 articles, the number of articles was reduced by eliminating 191 duplicates. A matrix was developed for categorizing all abstracts and to assist with determining those to be excluded for review. Eighteen articles were included in the final analysis.Discussion Several visualization techniques have been extensively researched. The most mature system is LifeLines and its applications as LifeLines2, EventFlow, and LifeFlow. Initially, research focused on records from a single patient and visualization of the complex data related to one patient. Since 2010, the techniques under investigation are for use with large numbers of patient records and events. Most are linear and allow interaction through scaling and zooming to resize. Color, density, and filter techniques are commonly used for visualization.Conclusions With the burgeoning increase in the amount of electronic healthcare data, the potential for knowledge discovery is significant if data are managed in innovative and effective ways. We identify challenges discovered by previous EHR visualization research, which will help researchers who seek to design and improve visualization techniques. 相似文献
992.
Tiago S. Jesus Christina Papadimitriou Cátia S. Pinho Helen Hoenig 《Archives of physical medicine and rehabilitation》2018,99(6):1141-1148.e4
Objective
To characterize the peer-reviewed quality improvement (QI) literature in rehabilitation.Data Sources
Five electronic databases were searched for English-language articles from 2010 to 2016. Keywords for QI and safety management were searched for in combination with keywords for rehabilitation content and journals. Secondary searches (eg, references-list scanning) were also performed.Study Selection
Two reviewers independently selected articles using working definitions of rehabilitation and QI study types; of 1016 references, 112 full texts were assessed for eligibility.Data Extraction
Reported study characteristics including study focus, study setting, use of inferential statistics, stated limitations, and use of improvement cycles and theoretical models were extracted by 1 reviewer, with a second reviewer consulted whenever inferences or interpretation were involved.Data Synthesis
Fifty-nine empirical rehabilitation QI studies were found: 43 reporting on local QI activities, 7 reporting on QI effectiveness research, 8 reporting on QI facilitators or barriers, and 1 systematic review of a specific topic. The number of publications had significant yearly growth between 2010 and 2016 (P=.03). Among the 43 reports on local QI activities, 23.3% did not explicitly report any study limitations; 39.5% did not used inferential statistics to measure the QI impact; 95.3% did not cite/mention the appropriate reporting guidelines; only 18.6% reported multiple QI cycles; just over 50% reported using a model to guide the QI activity; and only 7% reported the use of a particular theoretical model. Study sites and focuses were diverse; however, nearly a third (30.2%) examined early mobilization in intensive care units.Conclusions
The number of empirical, peer-reviewed rehabilitation QI publications is growing but remains a tiny fraction of rehabilitation research publications. Rehabilitation QI studies could be strengthened by greater use of extant models and theory to guide the QI work, consistent reporting of study limitations, and use of inferential statistics. 相似文献993.
N. Erkut Kucukboyaci Coralynn Long Michelle Smith Joseph F. Rath Tamara Bushnik 《Archives of physical medicine and rehabilitation》2018,99(11):2365-2369
Objective
To analyze the complex relation between various social indicators that contribute to socioeconomic status and health care barriers.Design
Cluster analysis of historical patient data obtained from inpatient visits.Setting
Inpatient rehabilitation unit in a large urban university hospital.Participants
Adult patients (N=148) receiving acute inpatient care, predominantly for closed head injury.Interventions
Not applicable.Main Outcome Measures
We examined the membership of patients with traumatic brain injury in various “vulnerable group” clusters (eg, homeless, unemployed, racial/ethnic minority) and characterized the rehabilitation outcomes of patients (eg, duration of stay, changes in FIM scores between admission to inpatient stay and discharge).Results
The cluster analysis revealed 4 major clusters (ie, clusters A–D) separated by vulnerable group memberships, with distinct durations of stay and FIM gains during their stay. Cluster B, the largest cluster and also consisting of mostly racial/ethnic minorities, had the shortest duration of hospital stay and one of the lowest FIM improvements among the 4 clusters despite higher FIM scores at admission. In cluster C, also consisting of mostly ethnic minorities with multiple socioeconomic status vulnerabilities, patients were characterized by low cognitive FIM scores at admission and the longest duration of stay, and they showed good improvement in FIM scores.Conclusions
Application of clustering techniques to inpatient data identified distinct clusters of patients who may experience differences in their rehabilitation outcome due to their membership in various “at-risk” groups. The results identified patients (ie, cluster B, with minority patients; and cluster D, with elderly patients) who attain below-average gains in brain injury rehabilitation. The results also suggested that systemic (eg, duration of stay) or clinical service improvements (eg, staff's language skills, ability to offer substance abuse therapy, provide appropriate referrals, liaise with intensive social work services, or plan subacute rehabilitation phase) could be beneficial for acute settings. Stronger recruitment, training, and retention initiatives for bilingual and multiethnic professionals may also be considered to optimize gains from acute inpatient rehabilitation after traumatic brain injury. 相似文献994.
Janet Prvu Bettger Vu Q.C. Nguyen J. George Thomas Tami Guerrier Qing Yang Mark A. Hirsch Terrence Pugh Gabrielle Harris Mary Ann Eller Carol Pereira Deanna Hamm Eric A. Rinehardt Matthew Shall Janet P. Niemeier 《Archives of physical medicine and rehabilitation》2018,99(6):1226-1231
Attention to health care quality and safety has increased dramatically. The internal focus of an organization is not without influence from external policy and research findings. Compared with other specialties, efforts to align and advance rehabilitation research, practice, and policy using electronic health record data are in the early stages. This special communication defines quality, applies the dimensions of quality to rehabilitation, and illustrates the feasibility and utility of electronic health record data for research on rehabilitation care quality and outcomes. Using data generated at the point of care provides the greatest opportunity for improving the quality of health care, producing generalizable evidence to inform policy and practice, and ultimately benefiting the health of the populations served. 相似文献
995.
Carolyn E. Schwartz Brian Stucky Carly S. Rivers Vanessa K. Noonan Joel A. Finkelstein 《Archives of physical medicine and rehabilitation》2018,99(8):1599-1608.e1
Objective
To investigate response shift effects in spinal cord injury (SCI) over 5 years postinjury.Design
Prospective cohort study observed at 1, 2, and 5 years post-SCI.Setting
Specialized SCI centers.Participants
Sample included 1125, 760, and 219 participants at 1, 2, and 5 years post-SCI (N = 2104). The study sample was 79% men; 39% were motor/sensory complete (mean age, 44.6±18.3y).Interventions
Not applicable.Main Outcome Measures
Patient-reported outcomes included the Medical Outcomes Study 36-Item Short-Form Health Survey version 2 and the Life Satisfaction-11 Questionnaire. Participant latent variable scores were adjusted for (1) potential attrition bias and (2) propensity scores reflecting risk of worse outcomes. The Oort structural equation modeling approach for detecting and accounting for response shift effects was used to test the hypothesis that people with SCI would undergo response shifts over follow-up.Results
The study data comprised the time after FIM scores, an objective measure of motor and cognitive function, had improved and stabilized. Three latent variables (Physical, Mental, and Symptoms) were modeled over time. The response shift model indicated uniform recalibration and reconceptualization response shift effects over time. When adjusted for these response shift effects, Physical showed small true change improvements at 2- and 5-year follow-up, despite FIM stability.Conclusions
We detected recalibration and reconceptualization response shift effects in 1- to 5-year follow-up of people with SCI. Despite stable motor and cognitive function, people with SCI are adapting to their condition. This adaptation reflects a progressive disconnection between symptoms and physical or mental health, and a real improvement in the Physical latent variable. 相似文献996.
《Disease-a-month : DM》2018,64(3):64-91
Ageing process is associated with changes to the aspect, biomechanics, structure and function of the foot, it may be related with a marked presence of foot conditions, pain, disability and other overall health problems that constitute a major public health concern.Also, the prevalence of epidemiologic research found an incidence of foot problems which is even higher as a consequence of increasing life expectation. Several studies have also suggested that such foot disorders currently affect between 71 and 87% of older patients and are a frequent cause of medical and foot care.Thus, these kind problems are extremely common conditions in the general population, especially in the elderly who are associated with poor quality of life, balance impairment, increase the risk of falls, dificulty on putting shoes, fractures, restrict mobility and performance of activities of daily living that turn can produce serious physical, mental and social consequences in the older people.The role of the physician in the assessment, evaluation, and examination of foot problems is very important, yet it is often an overlooked and undervalued component of geriatric health care.The purpose of this article is to review and to provide an overview of the most common foot deformities precipitating factors, clinical presentation, evidence-based diagnostic evaluation, and treatment recommendations with a view to preventing medical conditions or deformities affecting the feet that may alter foot condition and general health amongst the elderly. 相似文献
997.
LibQual+在国外图书馆应用呈现一系列新的发展态势,如分析技术、分析工具的改进,分析方法的完善,LibQual+与其他评估工具的整合,LibQual+评估分析结果应用的深化。加州大学与约克大学的LibQual+数据分析及应用较为成功,对国内图书馆具有良好的启迪作用。 相似文献
998.
BackgroundOveractive bladder is more common in patients with type 2 diabetes than in those without diabetes. Many patients with diabetes adopt unhealthy toileting behaviors to empty their bladder that may contribute to the onset or worsening of overactive bladder.ObjectiveTo investigate whether an education program targeting toileting behaviors is effective for helping overactive bladder patients with type 2 diabetes in terms of adopting healthy toileting behaviors, improving bladder symptoms, and enhancing quality of life.DesignThe study was a parallel, pragmatic, open-label randomized trial.SettingsThe trial was conducted in a hospital-based endocrinology outpatient department in Jinan, China.ParticipantsA total of 104 patients were randomly assigned to a 6-week education program or a control group.MethodsPrimary outcomes included toileting behaviors and bladder symptoms, including dry/wet overactive bladder and severity of urgency. Secondary outcomes were overactive bladder-specific and general quality of life. The patients were reassessed on the outcome variables at the end of the intervention and at 3 months and 6 months following the intervention. The analysis followed the intent-to-treat principle. To account for the longitudinal data with repeated measures, group comparisons for continuous outcomes were evaluated using linear mixed models. Group differences in binary outcomes were examined using mixed-effects logit models.ResultsCompared with the control group, the education program group showed significant changes in three unhealthy toileting behaviors: premature voiding (−0.7, p < 0.001), place preference for voiding (−0.5, p = 0.007), and delayed voiding (−0.2, p = 0.011). The program significantly relieved the bladder symptoms (−2.2, p < 0.001) and decreased the probability of having wet overactive bladder (−0.3, p < 0.001) and the severity of urgency (−0.4, p < 0.001). It also significantly improved the overactive bladder-specific quality of life by 10.8 points (p = 0.001). Regarding patients’ general quality of life, the physical aspect was enhanced by 3.0 points (p = 0.049); however, no effect on the mental well-being aspect was observed.ConclusionsAmong overactive bladder patients with type 2 diabetes, the 6-week education program targeting toileting behaviors resulted in the adoption of healthy toileting behaviors, relief of bladder symptoms and improvement in quality of life in the 6 months following the intervention compared with routine care alone. The education program was highly successful and may represent an effective, acceptable, feasible, and safe intervention for improving bladder health and quality of life during diabetes care, given that the toileting behavioral changes were maintained during the 6-month follow-up period. 相似文献
999.
目的:探讨社区护理干预对老年高血压患者生活质量的影响。方法:将200例老年高血压患者随机分成两组,每组100例。对照组患者施行常规护理,观察组患者实施社区护理干预,6个月后记录并比较两组患者血压控制及生活质量情况。结果:观察组患者血压控制显效率、总有效率均高于对照组,两组比较差异有统计学意义(P<0.05);观察组患者躯体功能、心理功能、社会能力、物质生活状况等各项评分均显著高于对照组,两组比较差异有统计学意义(P<0.05)。结论:社区护理干预可有效控制老年高血压患者血压,提高生活质量,减少并发症。 相似文献
1000.
Philip Gehrman Nalaka S. Gooneratne Glenna S. Brewster Kathy C. Richards Jason Karlawish 《Geriatric nursing (New York, N.Y.)》2018,39(1):60-65
Sleep disturbance symptoms are common in persons living with Alzheimer disease (AD). However little is known about the impact of sleep disturbance symptoms in patients living with AD on caregiver burden and quality of life (QOL). The aims of this study were to determine the prevalence of symptoms of disturbed sleep in patients with AD, identify the care-recipient sleep disturbance symptoms that predict caregiver burden and QoL, and determine how care-recipient sleep disturbance symptoms compare to other caregiver and patient characteristics when predicting caregiver QoL. Caregiver burden was assessed using the Screen for Caregiver Burden. Sixty percent of the care-recipients had at least one sleep symptom. In 130 caregiver/patient dyads, nocturnal awakenings, nocturnal wandering, and snoring predicted caregiver burden. Multivariate modeling demonstrated that caregiver burden, caregiver physical and mental health, and caregiver depression were predictors of overall caregiver QoL. Treating disturbed sleep in care-recipients and caregiver mental health symptoms could have important public health impact by improving the lives of the caregiving dyad. 相似文献