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1.
Cochrane Database Syst Rev ; 9: CD010639, 2023 09 11.
Artigo em Inglês | MEDLINE | ID: mdl-37694838

RESUMO

BACKGROUND: Shift work is associated with insufficient sleep, which can compromise worker alertness with ultimate effects on occupational health and safety. Adapting shift work schedules may reduce adverse occupational outcomes. OBJECTIVES: To assess the effects of shift schedule adaptation on sleep quality, sleep duration, and sleepiness among shift workers. SEARCH METHODS: We searched CENTRAL, PubMed, Embase, and eight other databases on 13 December 2020, and again on 20 April 2022, applying no language restrictions. SELECTION CRITERIA: We included randomised controlled trials (RCTs) and non-RCTs, including controlled before-after (CBA) trials, interrupted time series, and cross-over trials. Eligible trials evaluated any of the following shift schedule components. • Permanency of shifts • Regularity of shift changes • Direction of shift rotation • Speed of rotation • Shift duration • Timing of start of shifts • Distribution of shift schedule • Time off between shifts • Split shifts • Protected sleep • Worker participation We included studies that assessed sleep quality off-shift, sleep duration off-shift, or sleepiness during shifts. DATA COLLECTION AND ANALYSIS: Two review authors independently screened the titles and abstracts of the records recovered by the search, read through the full-text articles of potentially eligible studies, and extracted data. We assessed the risk of bias of included studies using the Cochrane risk of bias tool, with specific additional domains for non-randomised and cluster-randomised studies. For all stages, we resolved any disagreements by consulting a third review author. We presented the results by study design and combined clinically homogeneous studies in meta-analyses using random-effects models. We assessed the certainty of the evidence with GRADE. MAIN RESULTS: We included 11 studies with a total of 2125 participants. One study was conducted in a laboratory setting and was not considered for drawing conclusions on intervention effects. The included studies investigated different and often multiple changes to shift schedule, and were heterogeneous with respect to outcome measurement. Forward versus backward rotation Three CBA trials (561 participants) investigated the effects of forward rotation versus backward rotation. Only one CBA trial provided sufficient data for the quantitative analysis; it provided very low-certainty evidence that forward rotation compared with backward rotation did not affect sleep quality measured with the Basic Nordic Sleep Questionnaire (BNSQ; mean difference (MD) -0.20 points, 95% confidence interval (CI) -2.28 to 1.89; 62 participants) or sleep duration off-shift (MD -0.21 hours, 95% CI -3.29 to 2.88; 62 participants). However, there was also very low-certainty evidence that forward rotation reduced sleepiness during shifts measured with the BNSQ (MD -1.24 points, 95% CI -2.24 to -0.24; 62 participants). Faster versus slower rotation Two CBA trials and one non-randomised cross-over trial (341 participants) evaluated faster versus slower shift rotation. We were able to meta-analyse data from two studies. There was low-certainty evidence of no difference in sleep quality off-shift (standardised mean difference (SMD) -0.01, 95% CI -0.26 to 0.23) and very low-certainty evidence that faster shift rotation reduced sleep duration off-shift (SMD -0.26, 95% CI -0.51 to -0.01; 2 studies, 282 participants). The SMD for sleep duration translated to an MD of 0.38 hours' less sleep per day (95% CI -0.74 to -0.01). One study provided very low-certainty evidence that faster rotations decreased sleepiness during shifts measured with the BNSQ (MD -1.24 points, 95% CI -2.24 to -0.24; 62 participants). Limited shift duration (16 hours) versus unlimited shift duration Two RCTs (760 participants) evaluated 80-hour workweeks with maximum daily shift duration of 16 hours versus workweeks without any daily shift duration limits. There was low-certainty evidence that the 16-hour limit increased sleep duration off-shift (SMD 0.50, 95% CI 0.21 to 0.78; which translated to an MD of 0.73 hours' more sleep per day, 95% CI 0.30 to 1.13; 2 RCTs, 760 participants) and moderate-certainty evidence that the 16-hour limit reduced sleepiness during shifts, measured with the Karolinska Sleepiness Scale (SMD -0.29, 95% CI -0.44 to -0.14; which translated to an MD of 0.37 fewer points, 95% CI -0.55 to -0.17; 2 RCTs, 716 participants). Shorter versus longer shifts One RCT, one CBA trial, and one non-randomised cross-over trial (692 participants) evaluated shorter shift duration (eight to 10 hours) versus longer shift duration (two to three hours longer). There was very low-certainty evidence of no difference in sleep quality (SMD -0.23, 95% CI -0.61 to 0.15; which translated to an MD of 0.13 points lower on a scale of 1 to 5; 2 studies, 111 participants) or sleep duration off-shift (SMD 0.18, 95% CI -0.17 to 0.54; which translated to an MD of 0.26 hours' less sleep per day; 2 studies, 121 participants). The RCT and the non-randomised cross-over study found that shorter shifts reduced sleepiness during shifts, while the CBA study found no effect on sleepiness. More compressed versus more spread out shift schedules One RCT and one CBA trial (346 participants) evaluated more compressed versus more spread out shift schedules. The CBA trial provided very low-certainty evidence of no difference between the groups in sleep quality off-shift (MD 0.31 points, 95% CI -0.53 to 1.15) and sleep duration off-shift (MD 0.52 hours, 95% CI -0.52 to 1.56). AUTHORS' CONCLUSIONS: Forward and faster rotation may reduce sleepiness during shifts, and may make no difference to sleep quality, but the evidence is very uncertain. Very low-certainty evidence indicated that sleep duration off-shift decreases with faster rotation. Low-certainty evidence indicated that on-duty workweeks with shift duration limited to 16 hours increases sleep duration, with moderate-certainty evidence for minimal reductions in sleepiness. Changes in shift duration and compression of workweeks had no effect on sleep or sleepiness, but the evidence was of very low-certainty. No evidence is available for other shift schedule changes. There is a need for more high-quality studies (preferably RCTs) for all shift schedule interventions to draw conclusions on the effects of shift schedule adaptations on sleep and sleepiness in shift workers.


Assuntos
Jornada de Trabalho em Turnos , Qualidade do Sono , Humanos , Duração do Sono , Sonolência , Sono
2.
J Contin Educ Health Prof ; 42(4): 284-290, 2022 10 01.
Artigo em Inglês | MEDLINE | ID: mdl-36469802

RESUMO

INTRODUCTION: Physicians assume leadership roles in their health care organizations and practices often without support or training. The Physicians Leadership Academy provides integrated leadership seminars, mindfulness training, and executive coaching in a 10-month curriculum to physicians across area organizations. METHODS: Program evaluators responded to stakeholders' need for continuous program improvement by developing a continuous feedback loop evaluation design incorporating a program monitoring system and a theory-driven program evaluation. Given the size of the 2019 to 20 cohort ( n = 19), a one-group pretest/posttest design was used to assess the mechanisms of the program (mindfulness and wellbeing) along with knowledge development, emotional intelligence, and personal and professional growth. The assessments used a combination of published and administrator-developed assessments to address the unique aspects of the program. Doing such ensured continuous improvement and sustainability for the program. RESULTS: The cohort of physicians demonstrated significant engagement and learning across the curriculum, improved mindfulness, and improved capacity of the providers to affect their health care system and communities. CONCLUSIONS: The utility of the program was demonstrated through quantitative and qualitative analyses. Implications of the methodology for future evaluations of program developments are discussed.


Assuntos
Liderança , Médicos , Humanos , Retroalimentação , Médicos/psicologia , Currículo , Avaliação de Programas e Projetos de Saúde
4.
Surgery ; 171(3): 584-589, 2022 03.
Artigo em Inglês | MEDLINE | ID: mdl-34887086

RESUMO

BACKGROUND: The Advanced Trauma Life Support course is the American College of Surgeons' standard of care for physicians who provide initial care to trauma victims. In addition to content updates, Advanced Trauma Life Support version 10 adopted contemporary learning theory and practice into the format and conduct of the training. METHODS: The study used a mixed-methods approach wherein a one-group post-test-only study of student and student refresher exam score differences was followed up with a faculty survey to qualitatively explore the quantitative findings. Mann-Whitney U tests were used to test the null hypotheses that student and student refresher test scores on version 9 (2018) and version 10 (2019) were the same. χ2 tests of independence were conducted to test the null hypotheses that student and student refresher initial assessment pass rates under versions 9 and 10 were the same. Faculty survey responses were analyzed descriptively. RESULTS: For the student written tests, the null hypothesis was retained. For the student refresher written tests the null hypothesis was rejected; the 2019 cohort performed worse than the 2018 cohort. Student initial assessment and student refresher initial assessment pass rates in 2018 and 2019 were statistically the same. The majority of faculty reported less motivation for teaching version 10. CONCLUSION: Although a quadrennial review of the format and conduct of Advanced Trauma Life Support courses above and beyond content updates is appropriate, it may be prudent to require strong evidence of improved student performance and value before implementing changes to the training.


Assuntos
Cuidados de Suporte Avançado de Vida no Trauma , Currículo , Avaliação Educacional , Medicina de Emergência/educação , Traumatologia/educação , Atitude do Pessoal de Saúde , Humanos
5.
J Stem Cells Regen Med ; 17(1): 3-17, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34434003

RESUMO

Background: Osteoarthritis is most prevalent in the knee and drives the growing incidence of total knee arthroplasty. There is a need to explore non-surgical treatment options to increase the portfolio of alternatives available. The study aimed to determine the clinical response to an autologous bone marrow aspirate concentrate (BMAC) and platelet-rich plasma (PRP) intra-articular injection compared to an active comparator. Methods: The study was a prospective, single-blinded, randomized controlled pilot study. Participants with diagnosed knee osteoarthritis were allocated to one of two treatment groups to receive a BMAC injection immediately followed by a PRP injection or a single injection of Gel-One® crosslinked hyaluronate (HA). Outcomes were assessed at 3, 6, and 12 months post-treatment. Results: Significant improvements were observed in both treatment groups for all Knee Injury and Osteoarthritis Outcome Score (KOOS) subscales with the exception of the symptoms assessment at 12 months in the HA group. BMAC KOOS scores peaked at 12 months, while HA KOOS scores generally peaked at 6 months. The gap in mean scores at 12 months in favor of the BMAC group did not reach statistical significance. Secondary outcomes included a greater reduction in pain at 12 months in the BMAC group (-3.13 points; 95% CI: -3.96, -3.29) compared to the HA group (-1.56 points; 95% CI: -2.59, -0.53; p= 0.02) via the numeric pain rating scale. Conclusions: Results demonstrate that both treatment groups experienced clinically and statistically significant improvement across the KOOS subscales. While BMAC has shown promise in the treatment of knee OA, there is a need for multi-center investigations with larger sample sizes, an extended follow-up, and placebo-based control. ClinicalTrials.gov Identifier: NCT02958267.

6.
J Occup Environ Med ; 62(10): 874-882, 2020 10.
Artigo em Inglês | MEDLINE | ID: mdl-32826550

RESUMO

OBJECTIVE: To explore how changing incentive designs influence wellness participation and health outcomes. METHODS: Aggregated retrospective data were evaluated using cluster analysis to group 174 companies into incentive design types. Numerous statistical models assessed between-group differences in wellness participation, earning incentives, and over-time differences in health outcomes. RESULTS: Four incentive design groups based on requirements for earning incentives were identified. The groups varied in support for and participation in wellness initiatives within each company. All four design types were associated with improved low density lipoprotein (LDL) (P < 0.01), three with improved blood pressure (P < 0.001), and two with improved fasting glucose (P < 0.03). No incentive plan types were associated with improved body mass index (BMI), but designs predominantly focused on health outcomes (eg, Outcomes-Focused) exhibited a significant increase over time in BMI risk. CONCLUSION: Incentive design and organizational characteristics impact population-level participation and health outcomes.


Assuntos
Promoção da Saúde , Motivação , Saúde Ocupacional , Cultura Organizacional , Índice de Massa Corporal , Humanos , Avaliação de Resultados em Cuidados de Saúde , Estudos Retrospectivos
7.
Musculoskeletal Care ; 18(3): 342-351, 2020 09.
Artigo em Inglês | MEDLINE | ID: mdl-32190975

RESUMO

INTRODUCTION: Evidence-based guidelines suggest a conservative, nonsurgical approach as first-line treatment for knee osteoarthritis. However, previous literature has documented underutilization of the fundamental components of condition management emphasized in the guidelines. The intervention aim is to apply organized conservative components of care for knee osteoarthritis in an evidence-based management program through the translation of research into practice with a target to observe meaningful functional improvement in a distinct population. METHODS: The program, modeled after the nonsurgical arm of a randomized, controlled trial, was designed as a single-arm observational cohort study with a pre- and post-program comparison for participants reporting presence of knee osteoarthritis who were attributed to a specific employer's health plan in the United States. The 12-week intervention consisted of condition education, group exercise, and a dietary intervention. RESULTS: Ninety-six participants enrolled in the program, of which 72% completed the protocol. The median change in pre- to post-program Knee Injury and Osteoarthritis Outcome Score values was 10.4 ± 0.8 (Z = 210.5, p < 0.001)-a clinically important change. Secondary outcomes were complementary to the primary outcome. CONCLUSIONS: Results of the program indicate that the clinically significant 3-month findings in the report by Skou et al. (2015) regarding functional improvement can be replicated in an alternate setting. Organizing and offering fundamental components of condition management in a group format with provider oversight could be a feasible and logical component in the continuum of care for knee osteoarthritis, while complementing other secondary management strategies following diagnosis.


Assuntos
Osteoartrite do Joelho , Terapia por Exercício , Humanos , Osteoartrite do Joelho/terapia , Modalidades de Fisioterapia
8.
Am J Disaster Med ; 15(4): 227-240, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-33428194

RESUMO

The outbreak of coronavirus disease (COVID-19) caused by the 2019 novel coronavirus (SARS-CoV-2) in 2019-2020 had a substantial impact on the healthcare resources of the world community. An organized regional response was essential to saving lives, preserving and distributing health care resources, and coordinating health care efforts. This brief report describes how a long-established regional trauma organization (RTO) provided that coordination in Central, Southeast, and Southeast Central Ohio during the COVID-19 pandemic.


Assuntos
COVID-19 , Infecções por Coronavirus , Infecções por Coronavirus/epidemiologia , Surtos de Doenças , Humanos , Pandemias , SARS-CoV-2
9.
MedEdPORTAL ; 15: 10792, 2019 01 04.
Artigo em Inglês | MEDLINE | ID: mdl-30800992

RESUMO

Introduction: Children with neuromuscular disabilities (NMD) receive care in a wide variety of clinical settings. Residents lack training to develop physical examination skills for evaluating patients with NMD. We devised a curriculum to teach residents how to examine patients with NMD using a systematic and simplified approach. Methods: Creation of this resource was a response to a survey of final-year residents that revealed the need for education focused on developing physical examination skills. The curriculum has four components-multimedia PowerPoint with embedded video, knowledge assessment, clinical exam (CEX) assessment, and module feedback-and was completed by 37 residents over an 8-month period from January to September 2016. We utilized knowledge assessment, direct clinical skills observation using the CEX, and module-feedback responses as part of the evaluation. Results: All 37 residents completed the curriculum, with an overall knowledge score of greater than 80%. Residents demonstrated most of the desired patient care behaviors on the CEX assessment and provided positive feedback on the quality, usefulness, and applicability of the module, in addition to requesting more curricula to develop their physical examination skills. Discussion: The CEX assessment provided a unique opportunity for faculty feedback on residents' physical exam performance. After completing the module, residents achieved high scores in most areas of the standardized CEX and were able to conduct the NMD physical exam in a sensitive manner. The assessment highlighted the need to improve residents' skills of detecting abnormal clinical findings and communicating with the patient during the physical exam.


Assuntos
Competência Clínica/estatística & dados numéricos , Currículo/normas , Internato e Residência/estatística & dados numéricos , Doenças Neuromusculares/fisiopatologia , Exame Físico/normas , Paralisia Cerebral/diagnóstico , Paralisia Cerebral/patologia , Criança , Currículo/tendências , Avaliação da Deficiência , Educação Médica/métodos , Avaliação Educacional/métodos , Conhecimentos, Atitudes e Prática em Saúde , Humanos , Doenças Neuromusculares/psicologia , Exame Físico/estatística & dados numéricos , Inquéritos e Questionários , Gravação em Vídeo/instrumentação
10.
Am J Health Promot ; 32(8): 1755-1788, 2018 11.
Artigo em Inglês | MEDLINE | ID: mdl-29806469

RESUMO

OBJECTIVE: To identify and evaluate the evidence base for culture of health elements. DATA SOURCE: Multiple databases were systematically searched to identify research studies published between 1990 and 2015 on culture of health elements. STUDY INCLUSION AND EXCLUSION CRITERIA: Researchers included studies based on the following criteria: (1) conducted in a worksite setting; (2) applied and evaluated 1 or more culture of health elements; and (3) reported 1 or more health or safety factors. DATA EXTRACTION: Eleven researchers screened the identified studies with abstraction conducted by a primary and secondary reviewer. Of the 1023 articles identified, 10 research reviews and 95 standard studies were eligible and abstracted. DATA SYNTHESIS: Data synthesis focused on research approach and design as well as culture of health elements evaluated. RESULTS: The majority of published studies reviewed were identified as quantitative studies (62), whereas fewer were qualitative (27), research reviews (10), or other study approaches. Three of the most frequently studied culture of health elements were built environment (25), policies and procedures (28), and communications (27). Although all studies included a health or safety factor, not all reported a statistically significant outcome. CONCLUSIONS: A considerable number of cross-sectional studies demonstrated significant and salient correlations between culture of health elements and the health and safety of employees, but more research is needed to examine causality.


Assuntos
Comportamentos Relacionados com a Saúde , Promoção da Saúde/organização & administração , Cultura Organizacional , Local de Trabalho/organização & administração , Comunicação , Meio Ambiente , Política de Saúde , Humanos , Liderança , Saúde Ocupacional , Grupo Associado , Alocação de Recursos/organização & administração
11.
Acad Pediatr ; 18(6): 714-716, 2018 08.
Artigo em Inglês | MEDLINE | ID: mdl-29518544

RESUMO

Despite increasing numbers of patients with neurodisability, residents lack training to develop physical examination skills. Following a blended educational intervention combining online and bedside teaching, residents demonstrated desired patient-care behaviors on standardized clinical exam assessment.


Assuntos
Competência Clínica , Internet , Internato e Residência , Doenças Neuromusculares/diagnóstico , Pediatria/normas , Exame Físico/normas , Adulto , Currículo , Feminino , Humanos , Masculino , Ohio , Aprendizagem Baseada em Problemas , Gravação em Vídeo
12.
J Evid Based Complementary Altern Med ; 22(4): 696-702, 2017 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-28403656

RESUMO

BACKGROUND: There is a high rate of burnout among health professionals, driving diverse attempts to promote resilience and well-being to counter this trend. The purpose of this project was to assess the dose-response relationship between the number of hours of online mind-body skills training for health professionals and relevant outcomes a year later. METHODS: Among 1438 registrants for online training (including up to 12 hours of training on mind-body practices) between December 2013 and November 2015, we analyzed responses from the first 10% who responded to an anonymous online survey between December 1, 2015 and February 1, 2016. Questions included the type and frequency of mind-body practice in the past 30 days and whether the online training had any impact on personal life or professional practice. Standardized measures were used to assess stress, mindfulness, confidence in providing compassionate care, and burnout. RESULTS: The 149 respondents represented a variety of ages and health professions; 55% completed one or more mind-body training modules an average of 14 months previously. Most (78%) engaged in one or more mind-body practices in the 30 days before the survey; 79% reported changes in self-care and 71% reported changes in the care of others as a result of participating. Increasing number of hours of training were significantly associated with practicing mind-body skills more frequently; increasing practice frequency was associated with less stress and burnout, which were associated with missing less work. Greater practice frequency was also associated with improvements in stress, mindfulness, and resilience, which were associated with increased confidence in providing compassionate care. CONCLUSION: Online training in mind-body therapies is associated with changes in self-reported behavior one year later; increasing doses of training are associated with more frequent practice which is associated with less stress, burnout, and missing work, and higher levels of mindfulness, resilience, and confidence in providing compassionate care. Additional studies are needed to compare mind-body skills training with other interventions designed to improve resilience and compassion while decreasing burnout in health professionals.


Assuntos
Esgotamento Profissional , Educação a Distância/métodos , Pessoal de Saúde , Terapias Mente-Corpo/métodos , Estresse Ocupacional , Psicofisiologia/métodos , Adulto , Esgotamento Profissional/etiologia , Esgotamento Profissional/prevenção & controle , Esgotamento Profissional/psicologia , Escolaridade , Empatia , Feminino , Pessoal de Saúde/educação , Pessoal de Saúde/psicologia , Humanos , Masculino , Meditação/métodos , Meditação/psicologia , Atenção Plena , Estresse Ocupacional/psicologia , Estresse Ocupacional/terapia , Resiliência Psicológica , Autorrelato , Fatores de Tempo
13.
Complement Ther Med ; 27: 139-44, 2016 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-27515889

RESUMO

OBJECTIVE: To compare healthcare costs and utilization among participants in a study of two active lifestyle interventions implemented in the workplace and designed to foster awareness of and attention to health with a propensity score matched control group. DESIGN AND SETTING: We retrospectively compared changes in healthcare (HC) utilization among participants in the mindfulness intervention (n=84) and the diet/exercise intervention (n=86) to a retrospectively matched control group (n=258) drawn for this study. The control group was matched from the non-participant population on age, gender, relative risk score, and HC expenditures in the 9 month preceding the study. MAIN OUTCOME MEASURES: Measures included number of primary care visits, number and cost of pharmacy prescriptions, number of hospital admissions, and overall healthcare costs tracked for 5 years after the intervention. RESULTS: Significantly fewer primary care visits (p<.001) for both intervention groups as compared to controls, with a non-significant trend towards lower overall HC utilization (4,300.00 actual dollar differences) and hospital admissions for the intervention groups after five years. Pharmacy costs and number of prescriptions were significantly higher for the two intervention groups compared to controls over the five years (p<0.05), yet still resulted in less HC utilization costs, potentially indicating greater self-management of care. CONCLUSION: This study provides valuable information as to the cost savings and value of providing workplace lifestyle interventions that focus on awareness of one's body and health. Health economic studies validate the scale of personal and organization health cost savings that such programs can generate.


Assuntos
Custos de Cuidados de Saúde/estatística & dados numéricos , Atenção Plena/economia , Aceitação pelo Paciente de Cuidados de Saúde/estatística & dados numéricos , Local de Trabalho/economia , Dieta , Exercício Físico , Feminino , Humanos , Estilo de Vida , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos
14.
Prev Chronic Dis ; 12: E210, 2015 Nov 25.
Artigo em Inglês | MEDLINE | ID: mdl-26605710

RESUMO

INTRODUCTION: Working adults spend much time at the workplace, an ideal setting for wellness programs targeting weight loss and disease prevention. Few randomized trials have evaluated the efficacy of worksite diabetes prevention programs. This study evaluated the efficacy of a worksite lifestyle intervention on metabolic and behavioral risk factors compared with usual care. METHODS: A pretest-posttest control group design with 3-month follow-up was used. Participants with prediabetes were recruited from a university worksite and randomized to receive a 16-week lifestyle intervention (n = 35) or usual care (n = 34). Participants were evaluated at baseline, postintervention, and 3-month follow-up. Dietary intake was measured by a food frequency questionnaire and level of physical activity by accelerometers. Repeated measures analysis of variance compared the change in outcomes between and within groups. RESULTS: Mean (standard error [SE]) weight loss was greater in the intervention (-5.5% [0.6%]) than in the control (-0.4% [0.5%]) group (P < .001) postintervention and was sustained at 3-month follow-up (P < .001). Mean (SE) reductions in fasting glucose were greater in the intervention (-8.6 [1.6] mg/dL) than in the control (-3.7 [1.6] mg/dL) group (P = .02) postintervention; both groups had significant glucose reductions at 3-month follow-up (P < .001). In the intervention group, the intake of total energy and the percentage of energy from all fats, saturated fats, and trans fats decreased, and the intake of dietary fiber increased (all P < .01) postintervention. CONCLUSION: The worksite intervention improved metabolic and behavioral risk factors among employees with prediabetes. The long-term impact on diabetes prevention and program sustainability warrant further investigation.


Assuntos
Diabetes Mellitus Tipo 2/prevenção & controle , Promoção da Saúde/métodos , Estilo de Vida , Estado Pré-Diabético/diagnóstico , Redução de Peso , Local de Trabalho , Adulto , Comportamento Alimentar , Feminino , Teste de Tolerância a Glucose , Humanos , Masculino , Pessoa de Meia-Idade , Atividade Motora , Ohio , Avaliação de Programas e Projetos de Saúde , Fatores de Risco , Universidades
15.
Stud Health Technol Inform ; 216: 414-8, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-26262083

RESUMO

Liver cancer, the fifth most common cancer and second leading cause of cancer-related death among men worldwide, is plagued by not only lack of clinical research, but informatics tools for early detection. Consequently, it presents a major health and cost burden. Among the different types of liver cancer, hepatocellular carcinoma (HCC) is the most common and deadly form, arising from underlying liver disease. Current models for predicting risk of HCC and liver disease are limited to clinical data. A domain analysis of existing research related to screening for HCC and liver disease suggests that metabolic syndrome (MetS) may present oppportunites to detect early signs of liver disease. The purpose of this paper is to (i) provide a domain analysis of the relationship between HCC, liver disease, and metabolic syndrome, (ii) a review of the current disparate sources of data available for MetS diagnosis, and (iii) recommend informatics solutions for the diagnosis of MetS from available administrative (Biometrics, PHA, claims) and laboratory data, towards early prediction of liver disease. Our domain analysis and recommendations incorporate best practices to make meaningful use of available data with the goal of reducing cost associated with liver disease.


Assuntos
Carcinoma Hepatocelular/economia , Mineração de Dados/métodos , Detecção Precoce de Câncer/economia , Custos de Cuidados de Saúde/estatística & dados numéricos , Neoplasias Hepáticas/economia , Síndrome Metabólica/economia , Carcinoma Hepatocelular/diagnóstico , Carcinoma Hepatocelular/epidemiologia , Causalidade , Controle de Custos/economia , Controle de Custos/métodos , Detecção Precoce de Câncer/métodos , Registros Eletrônicos de Saúde/estatística & dados numéricos , Humanos , Neoplasias Hepáticas/diagnóstico , Neoplasias Hepáticas/epidemiologia , Síndrome Metabólica/diagnóstico , Síndrome Metabólica/epidemiologia , Prevalência , Medição de Risco/métodos , Integração de Sistemas , Estados Unidos/epidemiologia
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