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BACKGROUND: African American (AA) men bear a disproportionate burden of cardiovascular disease and stroke but are often underrepresented in research. OBJECTIVE: This article describes the development and evaluation of a recruitment plan to reach young AA men for the Stroke Counseling for Risk Reduction in Men project. METHODS: The plan was developed from researchers' previous experiences and a literature review, and used to recruit AA men, ages 20 to 35 years, for focus groups about stroke and Stroke Counseling for Risk Reduction. RESULTS: Screening survey respondents (N = 81) were reached mostly by word of mouth (42%) and social media (28%). Focus group participants (N = 32) recommended appropriate incentives and social media to recruit young AA men for research. They also suggested learning about the study from a friend, colleague, or study participant could motivate participation. CONCLUSION: The plan was successful in reaching and enrolling an adequate sample. Findings and recommendations highlight the importance of social networks and trusted sources.
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Negro o Afroamericano , Selección de Paciente , Accidente Cerebrovascular , Humanos , Masculino , Grupos Focales , Motivación , Accidente Cerebrovascular/prevención & control , Adulto Joven , AdultoRESUMEN
Symptoms of cardiovascular disease drive health care use and are a major contributor to quality of life. Symptoms are of fundamental significance not only to the diagnosis of cardiovascular disease and appraisal of response to medical therapy but also directly to patients' daily lives. The primary purpose of this scientific statement is to present the state of the science and relevance of symptoms associated with cardiovascular disease. Symptoms as patient-reported outcomes are reviewed in terms of the genesis, manifestation, and similarities or differences between diagnoses. Specifically, symptoms associated with acute coronary syndrome, heart failure, valvular disorders, stroke, rhythm disorders, and peripheral vascular disease are reviewed. Secondary aims include (1) describing symptom measurement methods in research and application in clinical practice and (2) describing the importance of cardiovascular disease symptoms in terms of clinical events and other patient-reported outcomes as applicable.
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Enfermedades Cardiovasculares , Cardiopatías , Accidente Cerebrovascular , American Heart Association , Enfermedades Cardiovasculares/diagnóstico , Enfermedades Cardiovasculares/epidemiología , Enfermedades Cardiovasculares/terapia , Humanos , Calidad de Vida , Accidente Cerebrovascular/diagnóstico , Estados Unidos/epidemiologíaRESUMEN
BACKGROUND: African Americans have a higher incidence of early-onset stroke and poorer stroke-related outcomes than other race/ethnic groups. OBJECTIVES: Our two-arm, randomized controlled trial was implemented to assess efficacy of the nurse-led Stroke Counseling for Risk Reduction (SCORRE) intervention in reducing stroke risk in young African American adults by improving accuracy of perceived stroke risk and lifestyle behaviors (i.e., diet, physical activity, and smoking cessation). Stroke knowledge, behavior change readiness, and perceived competence to live a healthy lifestyle were also explored as secondary outcomes. METHODS: African Americans aged 20-35 years, recruited from an urban university and surrounding community, were randomized to SCORRE or an attention placebo control group receiving safe sex education. Data were collected pre-intervention, immediate post-intervention, and at 8 weeks. Multilevel models were used for primary outcome analyses. RESULTS: Participants ( n = 106) were mostly in their mid-20s, female, college students, and averaged about three modifiable stroke risk factors. Compared to the control group, participants in the intervention group had, on average, a significant increase in accuracy of perceived stroke risk post-intervention, a greater change in perceived competence to live healthy, and a greater increase in dietary components at 8 weeks. Significant changes were not found in physical activity and other outcomes. DISCUSSION: These findings suggest that SCORRE is a promising intervention to reduce stroke risk among young African American adults. Results will inform a more robust, randomized controlled trial of SCORRE to have an age, culture, and gender-focused intervention that effectively reduces stroke risk among African Americans early in life.
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Negro o Afroamericano , Accidente Cerebrovascular , Humanos , Femenino , Adulto Joven , Ejercicio Físico , Estilo de Vida , Accidente Cerebrovascular/prevención & control , ConsejoRESUMEN
OBJECTIVES: Racial identity, which is the degree that individuals define themselves regarding their racial group membership, may influence the mental well-being of Black adults. To gain an understanding of the role Black racial identity may have on postpartum mental health, the researchers performed a secondary data analysis to examine the relationship between six Black racial identity clusters (Low Race Salience, Assimilated and Miseducated, Self-Hating, Anti-white, Multiculturalist, and Conflicted) and postpartum maternal functioning in Black women living in Georgia. METHODS: Black women completed Cross's Racial Identity Scale, the Barkin Index of Maternal Functioning, and demographic questionnaires online via Qualtrics®. PARTICIPANTS: A total sample of 116 self-identified Black postpartum women were included in the analysis. Women ranged in age from 18 to 41 years (M = 29.5 ± 5.3) and their infants were 1 to 12 months old (M = 5.6 ± 3.5). The majority of women were married/cohabitating with their partner (71%), had a college degree (53%), and employed (69%). RESULTS: It was determined through Kruskal Wallis test, χ2(5) = 20.108, p < 0.05, that the women belonging to the Assimilated and Miseducated cluster had higher levels of maternal functioning when compared to the women in the Self-Hating and Anti-white clusters. CONCLUSION: This study is novel in its exploration of the relationship between Black racial identities and postpartum maternal functioning. Findings support the need for further research with larger sample and cluster sizes to determine the relationship between racial identity and maternal functioning.
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Población Negra , Periodo Posparto , Adolescente , Adulto , Femenino , Humanos , Lactante , Salud Mental , Periodo Posparto/psicología , Grupos Raciales , Encuestas y Cuestionarios , Adulto JovenRESUMEN
The pandemics of COVID-19 and systemic racism highlighted health inequities that have existed for decades among Black communities. Nurses are positioned to address these health inequities through innovative ideas and research. More specifically, Black nurses, because of their shared lived experience, understand sociostructural factors underpinning health inequities and how to best engage with Black communities. However, only 8% of Black nurses make up the overall nursing workforce and far fewer are nurse scientists. Historically Black Colleges and Universities (HBCUs) can offer critically important options for success in addressing the dearth of Black nurse scientists working across sectors and contributing to rich academic milieu, informing innovative national policy, and creating impactful practice. We discuss challenges and strategies to promoting research careers at HBCUs to attract Black nurse scientists as the next leaders in health inequities research.
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Negro o Afroamericano , Educación en Enfermería , Personal de Laboratorio/provisión & distribución , Liderazgo , Enfermeras y Enfermeros/provisión & distribución , Universidades , Investigación Biomédica , COVID-19 , Humanos , RacismoRESUMEN
BACKGROUND: This study examined the relationship between racial identity clusters and postpartum depressive symptoms (PPDS) in Black postpartum mothers living in Georgia. AIMS: A cross-sectional study design using Cross's nigrescence theory as a framework was used to explore the relationship between Black racial identity and PPDS. METHOD: Black mothers were administered online questionnaires via Qualtrics. A total sample of 116 self-identified Black mothers were enrolled in the study. Participants ranged in age from 18 to 41 years (M = 29.5 ± 5.3) and their infants were 1 to 12 months old (M = 5.6 ± 3.5). The majority of mothers were married or cohabitating with their partner (71%), had a college degree (53%), and worked full-time (57%). RESULTS: Hierarchical cluster analysis identified six racial identity clusters within the sample: Assimilated and Miseducated, Self-Hating, Anti-White, Multiculturalist, Low Race Salience, and Conflicted. A Kruskal-Wallis H test determined there was no difference in PPDS scores between racial identity clusters. CONCLUSIONS: This study is the first to explore the relationship between Black racial identity clusters of postpartum mothers and their mental health. Findings emphasize the complexity of Black racial identity and suggest that the current assessment tools may not adequately detect PPDS in Black mothers. The implications for these findings in nursing practice and future research are discussed.
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Depresión Posparto , Depresión , Adolescente , Adulto , Negro o Afroamericano , Estudios Transversales , Femenino , Humanos , Lactante , Periodo Posparto , Adulto JovenRESUMEN
Attention control groups strengthen randomized controlled trials of behavioral interventions, but researchers need to give careful consideration to the attention control activities. A comparative effectiveness research framework provides an ideal opportunity for an attention control group as a supplement to standard care, so participants potentially receive benefit regardless of group assignment. The anticipated benefit of the control condition must be independent of the study outcome. Resources needed for attention control activities need to be carefully considered and ethical considerations carefully weighed. In this paper we address nine considerations for the design and implementation of attention control groups: (1) ensure attention control activities are not associated with the outcome; (2) avoid contamination of the intervention or control group; (3) design comparable control and intervention activities; (4) ensure researcher training to adequately administer both treatment arms; (5) design control activities to be interesting and acceptable to participants; (6) evaluate attention control activities; (7) consider additional resources needed to implement attention control activities; (8) quantifying the effects of attention control and intervention groups; and (9) ethical considerations with attention control groups. Examples from the literature and ongoing research are presented. Careful planning for the attention control group is as important as for the intervention group. Researchers can use the considerations presented here to assist in planning for the best attention control group for their study.
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Atención , Investigación Conductal/métodos , Grupos Control , Ensayos Clínicos Controlados Aleatorios como Asunto , Investigación sobre la Eficacia Comparativa , HumanosRESUMEN
African Americans are disproportionately affected by stroke and its modifiable risk factors, and strategies are needed to help African Americans adopt healthy lifestyles early in life. The purpose of this study was to assess the feasibility of the Stroke Counseling for Risk Reduction (SCORRE) intervention, a tailored, theory-based intervention consisting of a motivational video of young African American stroke survivors, the American Heart Association's Life's Simple 7® (LS7) risk assessment and education tool, and a 6-week behavioral risk reduction diary. Feasibility and changes in theoretical variables were evaluated over 6 weeks. In four months, 30 participants were enrolled and randomized and 29 (97%) completed the study. Participants averaged 23 years old, most were female university students, and they had an average of 2.1 out of 7 risk factors for stroke. Only 7% had missing items on questionnaires, and 17% had missing daily diary entries. Although statistical significance of differences was not assessed, both intervention and control groups had improvements in knowledge scores following the initial session, and larger improvements in accuracy of perceived stroke risk and in health behaviors (physical activity and diet quality) were observed among participants receiving SCORRE. An exit survey indicated the majority of participants receiving SCORRE were motivated to achieve better health; enjoyed the video, LS7 and diary; and felt the program length was appropriate. Results suggest that SCORRE is feasible and acceptable, and with additional refinement and further testing has potential for reducing stroke risk among African Americans. © 2016 Wiley Periodicals, Inc.
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Negro o Afroamericano/estadística & datos numéricos , Conocimientos, Actitudes y Práctica en Salud , Conducta de Reducción del Riesgo , Accidente Cerebrovascular/prevención & control , Negro o Afroamericano/educación , Consejo/métodos , Ejercicio Físico , Estudios de Factibilidad , Femenino , Conductas Relacionadas con la Salud , Humanos , Masculino , Accidente Cerebrovascular/etnología , Encuestas y Cuestionarios , Estados Unidos , Adulto JovenRESUMEN
BACKGROUND: African Americans are at greater risk for stroke than whites are; however, it is unclear what role family history of stroke (FHS) plays in the adoption of healthier lifestyles among African Americans. OBJECTIVE: The aim of this study was to compare modifiable risk factors, knowledge of stroke risk factors, perceived threat of stroke, perceived control of stroke, and exercise behaviors and intentions in African Americans with a FHS and those without a FHS. METHODS: A cross-sectional study was conducted with rural African Americans aged 19 to 54 years participating in a mobile health clinic. Participants' stroke knowledge, perceptions of risk, exercise history and intent, physiologic data, and health history were collected. RESULTS: Participants (N = 66) had a mean (SD) age of 43.3 (9.4) years and were mostly women, high school graduates, and unemployed. Participants with a FHS (n = 33) did not differ on average number of risk factors from those without a FHS. However, participants with a FHS were more likely to report a history of hypertension than were those without. There were no significant differences between groups in stroke knowledge, perceived threat and perceived control, or recent exercise performance, although participants with a FHS had significantly lower future intentions to exercise than did those without a FHS. CONCLUSIONS: Family history of stroke was common in this sample; however, it did not translate into better understanding of stroke or better exercise behaviors and intentions. More can be done to identify African Americans with a FHS, especially those with multiple risk factors, to educate them about the significance of FHS while promoting lifestyle change and self-management.
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Negro o Afroamericano/estadística & datos numéricos , Ejercicio Físico , Salud de la Familia/etnología , Conocimientos, Actitudes y Práctica en Salud , Accidente Cerebrovascular/etiología , Adulto , Actitud Frente a la Salud/etnología , Índice de Masa Corporal , Enfermedades Cardiovasculares/etnología , Estudios Transversales , Femenino , Conductas Relacionadas con la Salud , Estado de Salud , Humanos , Masculino , Persona de Mediana Edad , Factores de Riesgo , Accidente Cerebrovascular/prevención & control , Estados Unidos , Adulto JovenRESUMEN
PURPOSE: To explore possible extended benefits to caregivers of stroke survivors receiving a treatment of onabotulinumtoxinA (BTX-A) or saline with a structured exercise program. DESIGN: A comparative, prospective, companion study using a nonrandom sample of 16 caregivers of stroke survivors enrolled in a pilot clinical trial comparing BTX-A or saline and exercise for upper extremity spasticity. METHODS: The caregiver measures were depressive symptoms, care demands, family conflict surrounding stroke recovery, and mental and physical health status. FINDINGS: There were no statistically significant differences between caregiver groups. Caregivers of stroke survivors who received BTX-A had a greater change in depressive symptoms that may reflect a clinically important change. Estimates of effect sizes between the groups, controlling for baseline values, indicate a trend for moderate to large effects (last evaluation) for fewer depressive symptoms (d = 0.52) and less caregiver burden (d = 0.77 time, 0.85 difficulty) for caregivers of the BTX-A group. CONCLUSIONS AND CLINICAL RELEVANCE: Receiving BTX-A did not alter caregiving demands or depressive symptoms compared to those receiving saline. Further research with larger sample sizes is needed to better understand the interdependence of stroke survivors and caregivers on the health of each.
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Inhibidores de la Liberación de Acetilcolina/uso terapéutico , Toxinas Botulínicas Tipo A/uso terapéutico , Cuidadores/psicología , Terapia por Ejercicio/métodos , Espasticidad Muscular/terapia , Rehabilitación de Accidente Cerebrovascular , Accidente Cerebrovascular/tratamiento farmacológico , Actividades Cotidianas , Adaptación Psicológica , Adulto , Anciano , Anciano de 80 o más Años , Trastorno Depresivo/complicaciones , Trastorno Depresivo/prevención & control , Femenino , Humanos , Masculino , Persona de Mediana Edad , Espasticidad Muscular/etiología , Estudios Prospectivos , Calidad de Vida , Enfermería en Rehabilitación/métodos , Accidente Cerebrovascular/complicaciones , Extremidad SuperiorRESUMEN
BACKGROUND: Research suggests that younger adult African American people (age 18-35 years) have more than double the risk of having a stroke than White people. Stroke risk education is lacking for this cohort; there is a dearth of materials that are targeted and focused for young adult African Americans. There is also little research on developing and testing age and culturally appropriate health literate materials that may help this population better understand personal risk factors for stroke. OBJECTIVE: The aim of this study was to understand factors to guide creating and disseminating plain language health messages about stroke risk awareness among young adult African Americans. METHODS: African American participants age 18 years and older completed an online survey (N = 413). Descriptive statistics, one-way analysis of variance, and two-step cluster analyses were used to evaluate stroke risk awareness, perceived risk of stroke, message creation factors, and online health information seeking behavior. Open-ended survey items described modifiable and non-modifiable reasons for perceived risk of stroke. KEY RESULTS: Participants reported differences on overall stroke risk factor awareness by perceived risk of stroke was significant (F[2, 409] = 4.91, p = .008) with the very low/low group (M = 1.66, p < .01), showing significantly lower overall stroke risk factor awareness compared to the moderate and high/very high groups. Both respondents who thought their stroke risk was very low/low and moderate/high/very high commented about family history (54.1% and 45.9%, respectively) as the reason and 88.2% of very low/low commented that they did not have risk factors for stroke because they were young. Cluster analysis indicated the Mostly Clear Preferences cluster was more likely to select mostly/very on positive, informational, and long-term messages and medical authority sources. The largest of three clusters reported medical sources as the highest rated source for both finding and trusting health information (47.2%, n = 195). CONCLUSION: Young adult African Americans have a scarce understanding of modifiable stroke risk factors; health education materials should focus on positive information messaging that shows a long-term result and is presented by a medical authority. We did not observe any age or sex differences among the data, which suggests different message modalities may not be needed. [HLRP: Health Literacy Research and Practice. 2024;8(1):e38-e46.].
PLAIN LANGUAGE SUMMARY: In this study, we collected data to create a targeted stroke risk awareness health education video for young African American adults (age 18 years and older). The video was based on analysis of data from 413 participants focusing on perception of stroke risk, stroke risk knowledge, as well as preference for message type, source credibility, and modality.
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Negro o Afroamericano , Accidente Cerebrovascular , Adolescente , Adulto , Femenino , Humanos , Masculino , Adulto Joven , Análisis por Conglomerados , Factores de Riesgo , Accidente Cerebrovascular/epidemiologíaRESUMEN
While one can characterize mental health using questionnaires, such tools do not provide direct insight into the underlying biology. By linking approaches that visualize brain activity to questionnaires in the context of individualized prediction, we can gain new insights into the biology and behavioral aspects of brain health. Resting-state fMRI (rs-fMRI) can be used to identify biomarkers of these conditions and study patterns of abnormal connectivity. In this work, we estimate mental health quality for individual participants using static functional network connectivity (sFNC) data from rs-fMRI. The deep learning model uses the sFNC data as input to predict four categories of mental health quality and visualize the neural patterns indicative of each group. We used guided gradient class activation maps (guided Grad-CAM) to identify the most discriminative sFNC patterns. The effectiveness of this model was validated using the UK Biobank dataset, in which we showed that our approach outperformed four alternative models by 4-18% accuracy. The proposed model's performance evaluation yielded a classification accuracy of 76%, 78%, 88%, and 98% for the excellent, good, fair, and poor mental health categories, with poor mental health accuracy being the highest. The findings show distinct sFNC patterns across each group. The patterns associated with excellent mental health consist of the cerebellar-subcortical regions, whereas the most prominent areas in the poor mental health category are in the sensorimotor and visual domains. Thus the combination of rs-fMRI and deep learning opens a promising path for developing a comprehensive framework to evaluate and measure mental health. Moreover, this approach had the potential to guide the development of personalized interventions and enable the monitoring of treatment response. Overall this highlights the crucial role of advanced imaging modalities and deep learning algorithms in advancing our understanding and management of mental health.
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Encéfalo , Aprendizaje Profundo , Imagen por Resonancia Magnética , Salud Mental , Humanos , Imagen por Resonancia Magnética/métodos , Encéfalo/diagnóstico por imagen , Encéfalo/fisiología , Masculino , Femenino , Persona de Mediana Edad , Mapeo Encefálico/métodos , Vías Nerviosas/diagnóstico por imagen , Vías Nerviosas/fisiología , Vías Nerviosas/fisiopatología , AncianoRESUMEN
A major disparity among African Americans is undiagnosed and uncontrolled hypertension. This exploratory study examined hypertension education and screening activities of 45 African American churches. A cross-sectional telephone survey was used to interview church representatives with knowledge of their church's health activities. Most churches (87%) offered at least 1 activity and 40% offered all 4 (i.e., screenings, materials, talks, health-fairs) within 2 years of the interview. Larger churches and those with an active health ministry offered more activities. More information about resources, program ideas, and collaborators was desired. Research is needed to examine factors that act as barriers and facilitators to implementing church based programs and to examine the effectiveness of these programs in reducing hypertension.
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Negro o Afroamericano , Educación en Salud/métodos , Hipertensión/diagnóstico , Tamizaje Masivo/métodos , Religión y Medicina , Estudios Transversales , Humanos , Hipertensión/prevención & control , Sudeste de Estados UnidosRESUMEN
Authors submitting a paper often receive an opportunity to revise and resubmit the paper. Authors may find addressing reviewers' comments challenging. We posit authors should welcome expert suggestions for revisions that strengthen the paper and develop a persuasive response if they disagree with the reviewer. A thoughtful, detailed response allows authors to dialogue with reviewers. Our paper uses exemplars of responses to reviewers to illustrate the effectiveness of clear and compelling author responses. Addressing reviewers' comments ultimately results in a better paper-more likely to be accepted. Developing skills in resubmitting research and clinical scholarship reports is essential to the dissemination process.
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Edición , Escritura , Humanos , Revisión de la Investigación por ParesRESUMEN
Purpose: Tobacco use is prevalent among sexual and gender minorities (SGM), yet few studies have examined the specific drivers of tobacco use among trans women. The purpose of this study is to examine the impact of proximal, distal, and structural stressors associated with tobacco use among trans women. Methods: This study is based on a cross-sectional sample of trans women (n=162) living in Chicago and Atlanta. Analyses were conducted to examine the association between stressors, protective factors, and tobacco use using a structural equation modeling framework. Proximal stressors (transgender roles scale, transgender congruence scale, internalized stigma, and internalized moral acceptability) were operationalized as a higher order latent factor, while distal stressors were operationalized as observed variables (discrimination, intimate partner violence, sex work, rape, child sexual abuse, HIV, and violence). Protective factors included social support, trans-related family support, and trans-related peer support. All analyses adjusted for sociodemographic variables (age, race/ethnicity, education, homelessness and health insurance). Results: The prevalence of smoking among trans women in this study was 42.9%. In the final model, homelessness (odds ratio [OR]: 3.78; 95% confidence interval [CI]: 1.97, 7.25), intimate partner violence (OR: 2.14; 95% CI: 1.07, 4.28), and commercial sex work (OR: 2.22; 95% CI: 1.09, 4.56) were all associated with tobacco use. There was no association between proximal stressors and tobacco use. Conclusion: Among trans women, tobacco use prevalence was high. Tobacco use was associated with homelessness, intimate partner violence, and commercial sex work. Targeted tobacco cessation programs should account for the co-occurring stressors that trans women face.
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To examine whether rates of 30-day readmission after acute ischemic stroke changed differentially between Medicaid expansion and non-expansion states, and whether race/ethnicity moderated this change, we conducted a difference-in-differences analysis using 6 state inpatient databases (AR, FL, GA, MD, NM, and WA) from the Healthcare Cost and Utilization Project. Analysis included all patients aged 19-64 hospitalized in 2012-2015 with a principal diagnosis of ischemic stroke and a primary payer of Medicaid, self-pay, or no charge, who resided in the state where admitted and were discharged alive (N=28 330). No association was detected between Medicaid expansion and readmission overall, but there was evidence of moderation by race/ethnicity. The predicted probability of all-cause readmission among non-Hispanic White patients rose an estimated 2.6 percentage points (or 39%) in expansion states but not in non-expansion states, whereas it increased by 1.5 percentage points (or 23%) for non-White and Hispanic patients in non-expansion states. Therefore, Medicaid expansion was associated with a rise in readmission probability that was 4.0 percentage points higher for non-Hispanic Whites compared to other racial/ethnic groups, after adjustment for covariates. Similar trends were observed when unplanned and potentially preventable readmissions were isolated. Among low-income stroke survivors, we found evidence that 2 years of Medicaid expansion promoted rehospitalization, but only for White patients. Future studies should verify these findings over a longer follow-up period.
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Isquemia Encefálica , Accidente Cerebrovascular Isquémico , Accidente Cerebrovascular , Humanos , Medicaid , Readmisión del Paciente , Accidente Cerebrovascular/terapia , Estados UnidosRESUMEN
Cerebral vascular accident or stroke is recognized as the leading cause of disability in the United States; consequently, it is important that all healthcare professionals working with this population develop competency of care to promote functional recovery. One of the most profound effects of stroke is upper-extremity dysfunction. With correct handling, proper positioning, and ongoing patient-caregiver education, healthcare professionals can positively influence upper-extremity recovery and prevention of poststroke shoulder pain. In doing so, they will help patients avoid the mass effect that pain can impart on daily routines. The purposes of this article are to describe poststroke shoulder pain, discuss possible causes of shoulder pain, and detail best practices nurses can use to prevent or minimize poststroke shoulder pain.
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Enfermería en Rehabilitación/métodos , Dolor de Hombro/prevención & control , Accidente Cerebrovascular , Actividades Cotidianas , Causalidad , Humanos , Masculino , Persona de Mediana Edad , Rol de la Enfermera , Grupo de Atención al Paciente , Educación del Paciente como Asunto , Posicionamiento del Paciente , Calidad de Vida , Rango del Movimiento Articular , Recuperación de la Función , Dolor de Hombro/etiología , Dolor de Hombro/psicología , Accidente Cerebrovascular/complicaciones , Rehabilitación de Accidente CerebrovascularRESUMEN
BACKGROUND: Missing data are an inevitable reality in research. Nurse educators can promote proactive thinking about this topic to help avoid excessive missingness. The purpose of this article is to encourage nurses to view missing data as an accepted reality and to consider strategies for anticipating and minimizing missing data throughout the research process. METHOD: The common causes of missing data and ways to minimize their occurrence are discussed, along with suggestions for adopting a statistical mindset about missing data. Rubin's framework for missingness as a random process, modern statistical methods for analyzing missing data, and recommendations for reporting also are discussed. CONCLUSION: Nurse educators and researchers should understand all aspects of missing data, including the types, occurrence, causes, potential problems, and strategies for preventing, handling, and reporting missing data. By doing so, the occurrence of missing data can be lessened, thereby minimizing various problems that can result. [J Nurs Educ. 2020;59(5):249-255.].
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Investigación en Enfermería/organización & administración , Proyectos de Investigación , HumanosRESUMEN
OBJECTIVE: The primary purpose of this study was to explore the feasibility and acceptability of using an Internet-based headache diary to obtain acceptable completion rates of daily diaries. BACKGROUND: Migraine sufferers often perceive that headaches are unpredictable, but 70% have prodromal warning symptoms that may be identified via daily headache diaries. Although diaries are widely used for tracking headaches, Internet-based diaries have not been used previously. METHODS: A conventional headache diary was formatted for the Internet to collect daily headache data over 4 months using a time-series design.Women between 18 and 55 years who were not pregnant or postmenopausal, and whose headaches met migraine criteria, were recruited primarily via the Internet, completed online consent forms, and were screened via telephone. They completed health history questionnaires and daily diary pages containing scales and open-ended questions,which were saved to a database. Diaries were reviewed and participants were contacted weekly. Completion dates were tracked electronically. Follow-up interviews addressed perceptions about study experiences, and participants received feedback about headache patterns. RESULTS: The majority of participants were recruited from discussion boards and free classified web sites. Of the 101 participants enrolled, 24 withdrew prior to completing 4 months of diary entries. Participants (n = 77) had a mean age of 37.5(7.5) years and were primarily white (82%) and well-educated (93%). They lived in 21 US states, and one in the UK. The majority (68%) completed at least 50% of their diary pages within 24 hours; 75% of all pages were completed within 2 days. At least 64 (83%) kept notes or printed pages when they lacked Internet access. In a follow-up survey (n = 67), 87% would have been willing to continue the diary for another 2 months; 69% had not previously participated in any research. Participants also reported that the study helped them better understand their headache patterns, that the study was a major commitment but worthwhile, and that they felt they had helped others by participating. CONCLUSION: The Internet-based headache diary is a feasible, acceptable data collection tool that can access geographically diverse populations who have not previously participated in research studies. Use of an Internet-based approach was found to be feasible for recruitment and retention of such diverse populations.
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Recolección de Datos/métodos , Internet/tendencias , Registros Médicos , Trastornos Migrañosos/diagnóstico , Trastornos Migrañosos/psicología , Autoevaluación (Psicología) , Adulto , Femenino , Humanos , Persona de Mediana Edad , Cooperación del Paciente , Selección de Paciente , Relaciones Médico-Paciente , Reproducibilidad de los Resultados , Encuestas y Cuestionarios , Reino Unido , Estados Unidos , Interfaz Usuario-ComputadorRESUMEN
OBJECTIVE: To compare maternal and infant outcomes in Hispanic women participating in the Centering Pregnancy Model (CPM) to those receiving prenatal care via the traditional model and determine acceptability of the CPM. METHODS: Forty-nine women (n = 24 CPM; n = 25 traditional) participated in this quasi-experimental prospective comparative design. Participants self selected the model of care delivery. Data were collected via questionnaires at the initial visit, 34-36 weeks gestation, and postpartum. Outcome measures included: satisfaction with care delivery model, health behaviors, prenatal/postnatal care knowledge, self-esteem and depression. Breastfeeding initiation and continuation, infant birth weight, gestational age at delivery, mode of delivery and infant length of stay were also collected. RESULTS: Traditional participants had a history of more pregnancies, more living children, and higher levels of postpartum self-esteem compared to centering participants. Knowledge deficits and health behaviors were similar between groups. No differences were found for infant outcomes. CONCLUSIONS: This study provides information regarding Hispanic mothers' responses to an alternative care delivery model. Preliminary evidence suggests CPM compares with traditional care and yields a high degree of patient satisfaction. Specific pregnancy-related knowledge deficits were identified in both groups that could focus prenatal education. In light of similar outcomes in both groups; patient and provider satisfaction and economics would therefore be a factor when choosing a model of prenatal care delivery.