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BACKGROUND AND STUDY AIMS: It is uncertain if needle gauge impacts the diagnostic accuracy of endoscopic ultrasound-guided fine needle aspiration (EUS-FNA) of pancreatic mass lesions. Our aim was to use meta-analysis to more robustly define the diagnostic accuracy of EUS-FNA for pancreatic masses using 22 G and 25 G needles. PATIENTS AND METHODS: Studies were identified by searching nine medical databases for reports published between 1994 and 2011, using a reproducible search strategy comprised of relevant terms. Only studies comparing the overall diagnostic accuracy of 22 G vs. 25 G EUS needles that used surgical histology or at least 6 months clinical follow up for a gold standard were included. Two reviewers independently scored the identified studies for methodology and abstracted pertinent data. When required, the original investigators were contacted to provide additional data. Pooling was conducted by both fixed-effects and random-effects models. Diagnostic characteristics (sensitivity, specificity, positive and negative likelihood ratios) with 95% confidence intervals (CIs) were calculated. RESULTS: Eight studies involving 1292 subjects met the defined inclusion criteria. Of the 1292 patients, 799 were in the 22 G group and 565 were in the 25 G group (both needles were used in 72 patients). The pooled sensitivity and specificity of the 22 G needle were 0.85 (95%CI 0.82-0.88) and 1 (95%CI 0.98-1) respectively. The pooled sensitivity and specificity of the 25 G needle were 0.93 (95%CI 0.91-0.96) and 0.97 (95%CI 0.93-0.99) respectively. The bivariate generalized linear random-effect model indicated that the 25 G needle is associated with a higher sensitivity (P = 0.0003) but comparable specificity (P = 0.97) to the 22 G needle. CONCLUSIONS: This meta-analysis suggests 25 G needle systems are more sensitive than 22 G needles for diagnosing pancreatic malignancy.
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Aspiração por Agulha Fina Guiada por Ultrassom Endoscópico/instrumentação , Agulhas , Neoplasias Pancreáticas/patologia , Humanos , Sensibilidade e EspecificidadeRESUMO
BACKGROUND: Small numbers of tests with pending results are documented in hospital discharge summaries leading to breakdown in communication and medical errors due to inadequate followup. OBJECTIVE: Evaluate effect of using a computerized provider order entry (CPOE) system to enforce documentation of tests with pending results into hospital discharge summaries. METHODS: We assessed the percent of all tests with pending results and those with actionable results that were documented before (n = 182 discharges) and after (n = 203 discharges) implementing the CPOE-enforcement tool. We also surveyed providers (n = 52) about the enforcement functionality. RESULTS: Documentation of all tests with pending results improved from 12% (87/701 tests) before to 22% (178/812 tests) (p = 0.02) after implementation. Documentation of tests with eventual actionable results increased from 0% (0/24) to 50% (14/28)(p<0.001). Survey respondents felt the intervention improved quality of summaries, provider communication, and was not time-consuming. CONCLUSIONS: A CPOE tool enforcing documentation of tests with pending results into discharge summaries significantly increased documentation rates, especially of actionable tests. However, gaps in documentation still exist.
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OBJECTIVE: To determine risk factors for death in HIV-infected African patients on anti-retroviral therapy (ART). DESIGN: Retrospective Case-control study. SETTING: The MOH-USAID-AMPATH Partnership ambulatory HIV-care clinics in western Kenya. RESULTS: Between November 2001 and December 2005 demographic, clinical and laboratory data from 527 deceased and 1054 living patients receiving ART were compared to determine independent risk factors for death. Median age at ART initiation was 38 versus 36 years for the deceased and living patients respectively (p<0.0148). Median time from enrollment at AMPATH to initiation of ART was two weeks for both groups while median time on ART was eight weeks for the deceased and fourty two weeks for the living (p<0.0001). Patients with CD4 cell counts <100/mm3 were more likely to die than those with counts >100/mm3 (HR=1.553. 95% CI (1.156, 2.087), p<0.003). Patients attending rural clinics had threefold higher risk of dying compared to patients attending clinic at a tertiary referral hospital (p<0.0001). Two years after initiating treatment fifty percent of non-adherent patients were alive compared to 75% of adherent patients. Male gender, WHO Stage and haemoglobin level <10 grams% were associated with time to death while age, marital status, educational level, employment status and weight were not. CONCLUSION: Profoundly immunosuppressed patients were more likely to die early in the course of treatment. Also, patients receiving care in rural clinics were at greater risk of dying than those receiving care in the tertiary referral hospital.
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Antirretrovirais/uso terapêutico , Infecções por HIV/imunologia , Infecções por HIV/mortalidade , Serviços de Saúde Rural , Adolescente , Adulto , Idoso , Contagem de Linfócito CD4 , Feminino , Infecções por HIV/tratamento farmacológico , Hemoglobinas/metabolismo , Humanos , Masculino , Pessoa de Meia-Idade , Cooperação do Paciente , Estudos Retrospectivos , Fatores de Risco , Fatores Sexuais , Fatores de Tempo , Adulto JovemRESUMO
The study objectives were to identify opportunities to improve the quality of care in resource-limited settings by examining the workflow and patient activities at two large outpatient HIV clinics in Uganda. Using time motion study techniques, we collected detailed data on all activities of patients and clinicians in two government-sponsored HIV clinics in Uganda. Processes measured included amount of time clinicians (physicians, nurse practitioners and clinical officers) spend in clinic, the daily patient census and patient visit-length. We also recorded the time spent on various activities by providers and patients. We found that the mean time in clinic per workday at Masaka was 5.5 hours and at Mbarara 4.9 hours, with about 60% of this time spent in direct and indirect care of patients at both sites. Workday start-times varied by two hours in Masaka and one-and-a half hours in Mbarara and end-times by five and three hours respectively. One-hundred-and-nineteen patients (SD 34) visited Masaka each day and 107 (SD 45) visited Mbarara. The mean duration of the patient visit was 77 minutes at Masaka and 196 minutes at Mbarara, with 66% and 62% of the time spent at respective sites waiting for care. We conclude that clinicians in resource-poor settings spend limited amounts of time at the clinic site, with a large portion of the clinic-time taken up by tasks that do not require specialized patient-care skills. This study demonstrates that opportunities exist to improve clinic productivity and visit experience for patients, and provides a baseline for designing and evaluating the impact of process improvement interventions.
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Instituições de Assistência Ambulatorial/estatística & dados numéricos , Eficiência Organizacional/normas , Infecções por HIV/terapia , HIV-1 , Visita a Consultório Médico/estatística & dados numéricos , Agendamento de Consultas , Feminino , Pesquisas sobre Atenção à Saúde , Humanos , Masculino , Padrões de Prática Médica/normas , Qualidade da Assistência à Saúde/normas , Gerenciamento do Tempo/organização & administração , Estudos de Tempo e Movimento , UgandaRESUMO
OBJECTIVE: To determine admissions diagnosis and outcomes of HIV-infected patients attending AMPATH ambulatory HIV-care clinics. DESIGN: Prospective cohort study. SETTING: Academic Model for Prevention and Treatment of HIV/ AIDS (AMPATH) ambulatory HIV-care clinic in western Kenya. RESULTS: Between January 2005 and December 2006, 495 HIV-infected patients enrolled in AMPATH were admitted. Median age at admission was 38 years (range: 19-74), 62% females, 375 (76%) initiated cART a median 56 days (range: 1-1288) before admission. Majority (53%) had pre-admission CD4 counts <100 cells/ml and 23% had counts >200 cells/ml. Common admissions diagnoses were: tuberculosis (27%); pneumonia (15%); meningitis (11%); diarrhoea (11%); malaria (6%); severe anaemia (4%); and toxoplasmosis (3%). Deaths occurred in 147 (30%) patients who enrolled at AMPATH a median 44 days (range: 1-711) before admission and died a median 41 days (range: 1-713) after initiating cART. Tuberculosis (27%) and meningitis (14%) were the most common diagnoses in the deceased. Median admission duration was six days (range: 1-30) for deceased patients and eight days (range: 1-44) for survivors (P=0.0024). Deceased patients enrolled in AMPATH or initiated cART more recently, had lower CD4 counts and were more frequently lost to follow-up than survivors (P<0.05 for each comparison). Initiation of cART before admission and clinic appointment adherence were independent predictors of survival. CONCLUSION: Although high mortality rate is seen in HIV-infected in-patients, those initiating cART before admission were more likely to survive.
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Infecções por HIV/epidemiologia , Adulto , Instituições de Assistência Ambulatorial , Antirretrovirais/uso terapêutico , Feminino , Infecções por HIV/tratamento farmacológico , Humanos , Quênia/epidemiologia , Tempo de Internação , Masculino , Meningite/epidemiologia , Pessoa de Meia-Idade , Estudos Prospectivos , Tuberculose/epidemiologia , Adulto JovemRESUMO
OBJECTIVES: To describe characteristics of injuries among patients presenting to a rural health centre in western Kenya, and identify the associated risk factors. DESIGN: A retrospective descriptive study. SETTING: A primary care Ministry of Health Rural Health Centre in western Kenya. RESULTS: Of the 315 injured patients, 62% were males and 38% females. Young adults aged 15-44 years were the most affected, comprising 63.5%. The five most common causes of injury were struck by object (36.6%), assault (34.4%), falls (11.6%), burns (6.2%) and road traffic accidents (4.7%). Quarrels and fights were the leading reasons for assaults among males (69.5%) and females (44.4%). Most injuries occurred at work (36.2%), when subjects were engaged in vital activities (19.5%) or during play/leisure time (19.2%). A third of injured adults aged 15 years and above had consumed alcohol prior to the injury event. Alcohol use was significantly associated with assaults (51.3%) than all other causes of injury (OR=4.51, p<0.0001). CONCLUSION: The pattern and certain risk factors for non-fatal injuries among patients attending a rural health centre, such as place of occurrence, activity and alcohol use, can be identified through a facility-based electronic injury surveillance system. The information can be used to develop context-specific injury prevention interventions in the community.
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Serviços de Saúde Rural/estatística & dados numéricos , Ferimentos e Lesões/epidemiologia , Acidentes por Quedas/estatística & dados numéricos , Adolescente , Adulto , Queimaduras/epidemiologia , Feminino , Humanos , Quênia/epidemiologia , Masculino , Estudos Retrospectivos , Fatores de Risco , Violência/estatística & dados numéricos , Ferimentos e Lesões/classificaçãoRESUMO
BACKGROUND: With the new initiatives to treat large numbers of HIV infected individuals in sub-Saharan Africa, policy makers require accurate estimates of the numbers and characteristics of patients likely to seek treatment in these countries. OBJECTIVE: To describe characteristics of adults receiving care in two Kenyan public HIV clinics. DESIGN: Cross-sectional cohort analysis of data extracted from an electronic medical records system. SETTING: Academic Model for the Prevention and Treatment of HIV/AIDS (AMPATH) HIV clinics in Kenya's second national referral (urban) hospital and a nearby rural health center. SUBJECTS: Adult patients presenting for care at HIV clinics. MAIN OUTCOME MEASURES: Gender and inter-clinic stratified comparisons of demographic, clinical, and treatment data. RESULTS: In the first nineteen months, 790 adults visited the urban clinic and 294 the rural clinic. Mean age was 36 +/- 9 (SD) years. Two-thirds were women; a quarter had spouses who had died of acquired immune deficiency syndrome (AIDS). HIV/AIDS behavioural risk factors (multiple sexual partners, rare condom use) and constitutional symptoms (fatigue, weight loss, cough, fever, chills) were common. Rural patients had more symptoms and less prior and current tuberculosis. Men more commonly presented with symptoms than women. The cohort CD4 count was low (223 +/- 197 mm3), with men having significantly lower CD4 count than women (185 +/- 175 vs. 242 +/- 205 p = 0.0007). Eighteen percent had an infiltrate on chest radiograph. Five percent (most often men) had received prior antiretroviral drug therapy, (7% in urban and 1% in rural patients, p = 0.0006). Overall, 393 (36%) received antiretroviral drugs, 89% the combination of lamivudine, stavudine, and nevirapine. Half received prophylaxis for tuberculosis and Pneumocystis jirovecii. Men were sicker and more often received antiretroviral drugs. CONCLUSIONS: Patients presenting to two Kenyan HIV clinics were predominantly female, ill and naive to retroviral therapy with substantial differences by clinic site and gender. Behavioural risk factors for HIV/AIDS were common. A thorough understanding of clinical and behavioural characteristics can help target prevention and treatment strategies.
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Infecções por HIV/tratamento farmacológico , Hospitais de Ensino/organização & administração , Ambulatório Hospitalar/estatística & dados numéricos , Administração em Saúde Pública , Serviços de Saúde Rural/estatística & dados numéricos , Resultado do Tratamento , Serviços Urbanos de Saúde/estatística & dados numéricos , Revisão da Utilização de Recursos de Saúde , Síndrome da Imunodeficiência Adquirida/tratamento farmacológico , Síndrome da Imunodeficiência Adquirida/fisiopatologia , Síndrome da Imunodeficiência Adquirida/prevenção & controle , Adulto , Fármacos Anti-HIV/uso terapêutico , Contagem de Linfócito CD4 , Estudos Transversais , Feminino , Infecções por HIV/fisiopatologia , Infecções por HIV/prevenção & controle , Humanos , Quênia , Masculino , Modelos Organizacionais , Medição de Risco , Fatores de RiscoRESUMO
OBJECTIVES: To describe the concerns and priorities of key stakeholders in a developing country regarding ethical obligations held by researchers and perceptions of equity or "what is fair" for study participants in an HIV/AIDS clinical drug trial. DESIGN: Qualitative study with focus groups. SETTING: Teaching and referral hospital and rural health centre in Western Kenya. PARTICIPANTS: Potential HIV/AIDS clinical trial participants, clinician researchers, and administrators. RESULTS: Eighty nine individuals participated in a total of 11 focus groups over a four month period. The desire for continued drug therapy, most often life long, following an HIV/AIDS clinical trial was the most common priority expressed in all focus groups. Patients with and without HIV/AIDS also thought subsidizing of drug therapies and education were critical forms of compensation for clinical trial participation. Financial incentives were considered important primarily for purchasing drug therapy as well as obtaining food. Patients noted a concern for the potential mismanagement of any money offered. Clinician researchers and administrators felt strongly that researchers have a moral obligation to participants following a trial to provide continued drug therapy, adverse event monitoring, and primary care. Finally, clinician researchers and administrators stressed the need for thorough informed consent to avoid coercion of study participants. CONCLUSIONS: Kenyan patients, clinician researchers, and administrators believe that it would be unfair to stop antiretroviral therapy following an HIV/AIDS clinical trial and that researchers have a long term obligation to participants.
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Ensaios Clínicos como Assunto/ética , Infecções por HIV/tratamento farmacológico , Síndrome da Imunodeficiência Adquirida/tratamento farmacológico , Síndrome da Imunodeficiência Adquirida/psicologia , Pessoal Administrativo/psicologia , Adulto , Antirretrovirais/efeitos adversos , Antirretrovirais/uso terapêutico , Ensaios Clínicos como Assunto/psicologia , Continuidade da Assistência ao Paciente/ética , Efeitos Psicossociais da Doença , Feminino , Grupos Focais , Infecções por HIV/psicologia , Humanos , Consentimento Livre e Esclarecido/ética , Quênia , Masculino , Obrigações Morais , Educação de Pacientes como Assunto/ética , Pesquisadores/psicologia , Sujeitos da Pesquisa/psicologiaRESUMO
OBJECTIVE: To evaluate the prevalence of hazardous drinking among persons with and without HIV/AIDS attending both urban/hospital-based and rural clinics in western Kenya. DESIGN: Cross sectional survey. SETTING: The Moi Teaching and Referral Hospital and the Mosoriot rural health care Centre. SUBJECTS: Two hundred and ninety nine adults with and without HIV/AIDS at a teaching and referral hospital and rural health centre. MAIN OUTCOME MEASURES: Results of the World Health Organization's Alcohol Use Disorders Identification Test (AUDIT) where a score of > 8 is indicative of hazardous alcohol consumption. Independent correlates of hazardous drinking were identified using logistic regression analysis including adjustment for common covariables. RESULTS: Study participants were relatively young (38 +/- 9 years) with 55% being male and 54% completing the AUDIT in Kiswahili. Home-made alcohol was more commonly drunk by patients attending the rural health centre while commercial beer was more commonly drunk by patients attending the teaching and referral hospital clinics. Approximately half (54%) of participants reported hazardous drinking behaviour (AUDIT score=9.9 +/- 9.4). Hazardous drinking was most prevalent among men attending the rural health centre (83% hazardous drinkers, AUDIT score=16.0 +/- 9.1). In multivariable analyses adjusting for age, sex and site of care, men remained more than nine times (odds ratio=9.3, 95% C.I.=5.1-16.9) likely to report hazardous drinking behaviour compared to women. CONCLUSIONS: Hazardous drinking is common among patients with and without HIV/ AIDS in western Kenya and is dramatically more common among rural men than women. Effective interventions for HIV/AIDS in this setting must include a concetrated effort to reduce hazardous drinking.
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Alcoolismo/complicações , Alcoolismo/epidemiologia , Infecções por HIV/psicologia , Adulto , Estudos Transversais , Feminino , Hospitais de Ensino , Humanos , Quênia/epidemiologia , Masculino , Pessoa de Meia-Idade , Ambulatório Hospitalar , Prevalência , Serviços de Saúde RuralRESUMO
PURPOSE: Because the bioavailability of oral furosemide is erratic and often incomplete, we tested the hypothesis that patients with heart failure who were treated with torsemide, a predictably absorbed diuretic, would have more favorable clinical outcomes than would those treated with furosemide. PATIENTS AND METHODS: We conducted an open-label trial of 234 patients with chronic heart failure (mean [+/- SD] age, 64 +/- 11 years) from an urban public health care system. Patients received oral torsemide (n = 113) or furosemide (n = 121) for 1 year. The primary endpoint was readmission to the hospital for heart failure. Secondary endpoints included readmission for all cardiovascular causes and for all causes, numbers of hospital days, and health-related quality of life. RESULTS: Compared with furosemide-treated patients, torsemide-treated patients were less likely to need readmission for heart failure (39 [32%] vs. 19 [17%], P <0.01) or for all cardiovascular causes (71 [59%] vs. 50 [44%], P = 0.03). There was no difference in the rate of admissions for all causes (92 [76%] vs. 80 [71%], P = 0.36). Patients treated with torsemide had significantly fewer hospital days for heart failure (106 vs. 296 days, P = 0.02). Improvements in dyspnea and fatigue scores from baseline were greater among patients treated with torsemide, but the differences were statistically significant only for fatigue scores at months 2, 8, and 12. CONCLUSIONS: Compared with furosemide-treated patients, torsemide-treated patients were less likely to be readmitted for heart failure and for all cardiovascular causes, and were less fatigued. If our results are confirmed by blinded trials, torsemide may be the preferred loop diuretic for patients with chronic heart failure.
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Diuréticos/uso terapêutico , Furosemida/uso terapêutico , Insuficiência Cardíaca/tratamento farmacológico , Sulfonamidas/uso terapêutico , Idoso , Disponibilidade Biológica , Diuréticos/farmacocinética , Feminino , Furosemida/farmacocinética , Hospitalização , Humanos , Masculino , Pessoa de Meia-Idade , Qualidade de Vida , Sulfonamidas/farmacocinética , Torasemida , Resultado do TratamentoRESUMO
OBJECTIVES: Identification of patients with left ventricular systolic dysfunction is the first step in identifying which patients may benefit from clinical practice guidelines. The purpose of this study was to develop and validate a computerized tool using clinical information that is commonly available to identify patients with left ventricular systolic dysfunction (LVSD). METHODS: We performed a cross-sectional study of patients seen in a Department of Veterans Affairs General Internal Medicine Clinic who had echocardiography or radionuclide ventriculography performed as part of their clinical care. RESULTS: We identified 2246 subjects who had at least one cardiac imaging study. A total of 778 (34.6%) subjects met study criteria for LVSD. Subjects with LVSD were slightly older than subjects without LVSD (70 years vs 68 years, P =.00002) but were similar with regard to sex and race. Subjects with LVSD were more likely to have prescriptions for angiotensin-converting enzyme (ACE) inhibitors, carvedilol, digoxin, loop diuretics, hydralazine, nitrates, and angiotensin II receptor antagonists. Of the variables included in the final predictive model, ACE inhibitors, loop diuretics, and digoxin exerted the greatest predictive power. Discriminant analysis demonstrated that models containing pharmacy information were consistently more accurate (75% accurate [65% sensitivity, 81% specificity]) than those models that contained only International Classification of Diseases, 9th revision (ICD-9), codes, including ICD-9 codes for congestive heart failure (72% accurate [80% sensitivity, 68% specificity]). CONCLUSIONS: We demonstrated that an automated, computer-driven algorithm identifying LVSD permits simple, rapid, and timely identification of patients with congestive heart failure by use of only routinely collected data. Future research is needed to develop accurate electronic identification of heart failure and other common chronic conditions.
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Doenças Cardiovasculares/epidemiologia , Medicina Interna/estatística & dados numéricos , Sistemas Computadorizados de Registros Médicos/estatística & dados numéricos , Modelos Estatísticos , Disfunção Ventricular Esquerda/diagnóstico , Disfunção Ventricular Esquerda/epidemiologia , Idoso , Doenças Cardiovasculares/tratamento farmacológico , Distribuição de Qui-Quadrado , Comorbidade , Simulação por Computador , Estudos Transversais , Interpretação Estatística de Dados , Análise Discriminante , Ecocardiografia , Feminino , Humanos , Masculino , Valor Preditivo dos Testes , Curva ROC , Ventriculografia com Radionuclídeos , Sensibilidade e Especificidade , Estados Unidos/epidemiologiaRESUMO
The authors of this paper describe the second phase of the implementation of the Mosoriot Medical Record System (MMRS) in a remote health care facility on the outskirts of Eldoret, Kenya, located in sub-Saharan Africa. We describe of the collaboration between Indiana University (IU) and the Moi University (MU), and the process that led to the development of the computer-based Mosoriot Medical Record System (MMRS) is provided. We then provide the conceptualization and initial implementation of this basic electronic medical record system. We also describe the different processes for assessing the MMRS' effects on health care, including time-motion studies and a strict implementation plan that is necessary for the successful implementation of the system. The MMRS project has many features that make it significant in the domain of CBPR systems. It may serve as a model for establishing similar, basic electronic record systems in the developed and developing world. In developing countries there are few (if any) projects that have attempted to implement such a system. This paper describes the planning, end-user education to new technologies, and time-motion studies necessary for the successful implementation of the MMRS. The system will be used to improve the quality of health data collection and subsequently patient care. It will also be used to link data from ongoing public health surveys and this can be used in public health research programs of the Moi University.
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Sistemas Computadorizados de Registros Médicos , Atitude Frente aos Computadores , Previsões , Humanos , Indiana , Cooperação Internacional , Quênia , Sistemas Computadorizados de Registros Médicos/organização & administração , Sistemas Computadorizados de Registros Médicos/tendências , Saúde da População Rural , Estados Unidos , Interface Usuário-Computador , Vocabulário ControladoRESUMO
To link hospital administrative data and an electronic medical record at a children's hospital in order to identify children with cancer admitted for fever and neutropenia. Hospital administrative data concerning 13,374 inpatient and outpatient encounters were validated against and linked to clinical data stored in an electronic medical record. Queries of the linked databases identified children with fever and neutropenia. Sensitivity and specificity of the experimental case-finding strategy were determined and compared to a control case-finding strategy utilizing administrative data alone. Linking of the clinical record to the administrative record was achieved in 233 (99%) of the 235 records. Of 1680 data elements reviewed from the administrative data that were also potentially available in the clinical data system, 1679 (99.9%) were verified in the electronic medical record. The experimental strategy for case finding had a sensitivity of 73.1% (95% CI: 58.1, 88.3), specificity 99.6% (95% CI: 99.1, 100). If only administrative data such as diagnosis-related group and hospital service were used for case finding, both the sensitivity (P < 0.01) and specificity (P < 0.01) were significantly lower. Linking a children's hospital administrative data system with clinical data is feasible and can be utilized for specific case finding for a common and costly condition in children.
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Criança Hospitalizada/estatística & dados numéricos , Febre/diagnóstico , Registro Médico Coordenado , Sistemas Computadorizados de Registros Médicos , Neoplasias/patologia , Neutropenia/diagnóstico , Criança , Bases de Dados Factuais , Registros Hospitalares , Hospitais Pediátricos/estatística & dados numéricos , Humanos , Indiana , Reprodutibilidade dos Testes , Sensibilidade e EspecificidadeRESUMO
In this paper we propose five new tests for the equality of paired means of health care costs. The first two tests are the parametric tests, a Z-score test and a likelihood ratio test, both derived under the bivariate normality assumption for the log-transformed costs. The third test (Z-score with jack-knife) is a semi-parametric Z-score method, which only requires marginal log-normal assumptions. The last two tests are the non-parametric bootstrap tests: one is based on a t-test statistic, and the other is based on Johnson's modified t-test statistic. We conduct a simulation study to compare the performance of these tests, along with some commonly used tests when the sample size is small to moderate. The simulation results demonstrate that the commonly used paired t-test on the log-scale and the Wilcoxon signed rank for differences of the two original scales can yield type I error rates larger than the preset nominal levels. The commonly used paired t-test on the original data performs well with slightly skewed data, but can yield inaccurate results when two populations have different skewness. The likelihood ratio test, the parametric and semi-parametric Z-score tests all have very good type I error control with the likelihood ratio test being the best. However, the semi-parametric Z-score test requires less distributional assumptions than the two parametric tests. The percentile-t bootstrap test and bootstrapped Johnson's modified t-test have better type I error control than the paired t-test on the original-scale and Johnson's modified t-test, respectively. Combining with the propensity-score method, we can also apply the proposed methods to test the mean equality of two cost outcomes in the presence of confounders. Our two applications are from health services research. In the first one, we want to know the effect of Medicaid reimbursement policy change on outpatient health care costs. The second one is to evaluate the effect of a hospitalist programme on health care costs in an observational study, and the imbalanced covariates between intervention and control patients are taken into account using a propensity score approach.
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Custos de Cuidados de Saúde , Análise por Pareamento , Simulação por Computador , Médicos Hospitalares/economia , Humanos , Indiana , Medicaid/economia , Pacientes AmbulatoriaisRESUMO
OBJECTIVE: Direct physician order entry (POE) offers many potential benefits, but evidence suggests that POE requires substantially more time than traditional paper-based ordering methods. The Medical Gopher is a well-accepted system for direct POE that has been in use for more than 15 years. The authors hypothesized that physicians using the Gopher would not spend any more time writing orders than physicians using paper-based methods. DESIGN: A randomized controlled trial of POE using the Medical Gopher system in 11 primary care internal medicine practices. MEASUREMENTS: The authors collected detailed time use data using time motion studies of the physicians and surveyed their opinions about the POE system. RESULTS: The authors found that physicians using the Gopher spent 2.2 min more per patient overall, but when duplicative and administrative tasks were taken into account, physicians were found to have spent only 0.43 min more per patient. With experience, the order entry time fell by 3.73 min per patient. The survey revealed that the physicians believed that the system improved their patient care and wanted the Gopher to continue to be available in their practices. CONCLUSIONS: Little extra time, if any, was required for physicians to use the POE system. With experience in its use, physicians may even save time while enjoying the many benefits of POE.
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Sistemas de Informação Hospitalar , Sistemas Computadorizados de Registros Médicos , Atitude do Pessoal de Saúde , Atitude Frente aos Computadores , Coleta de Dados , Tomada de Decisões Assistida por Computador , Humanos , Microcomputadores , Estudos de Tempo e MovimentoRESUMO
Missing data in public health research is a major problem. Mean or median imputation is frequently used because it is easy to implement. Although multiple imputation has good statistical properties, it is not yet used extensively. For two real studies and a real study-based simulation, we compared the results after using multiple imputation against several simpler imputation methods. All imputation methods showed similar results for both real studies, but somewhat different results were obtained when only complete cases were used. The simulation showed large differences among various multiple imputation methods with a different number of variables for creating the matching metric for multiple imputation. Multiple imputation using only a few covariates in the matching model produced more biased coefficient estimates than using all available covariates in the matching model. The simulation also showed better standard deviation estimates for multiple imputation than for single mean imputation.
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Saúde Pública/métodos , Estatística como Assunto/métodos , Asma/mortalidade , Simulação por Computador , Feminino , Humanos , Modelos Logísticos , Pneumopatias Obstrutivas/mortalidade , Masculino , Modelos Biológicos , Método de Monte Carlo , Satisfação do Paciente , Relações Médico-PacienteRESUMO
The clinical information available to clinicians is expanding rapidly. It can enhance clinical decision-making, but it can also confuse the process. To be most useful, information should be available at the time and place it is needed and be specific to the task at hand. In the new paradigm of medicine, one based on continuous quality improvement, useful information must be relevant to both the processes and outcomes of care. Clinical practice guidelines have become increasingly popular for improving the quality of health care. The field of medical informatics can bring cogent information to the point where decisions are being made to augment quality improvement activities in general, and practice guidelines in particular. However, such innovations are dependent on the type, quantity, and quality of information available. This article discusses when guidelines can enhance the quality and outcomes of care and how medical informatics can help achieve these goals. In particular, the barriers to the broad implementation of electronic medical records in a variety of health care settings are explored.
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Tomada de Decisões Assistida por Computador , Sistemas Computadorizados de Registros Médicos , Qualidade da Assistência à Saúde , Difusão de Inovações , Humanos , Avaliação de Processos e Resultados em Cuidados de Saúde , Guias de Prática Clínica como Assunto , Projetos de PesquisaRESUMO
A pharmaceutical care program for patients with reactive airways disease (RAD) is described. A pharmaceutical care program for patients with RAD was developed and implemented at 36 CVS pharmacies. The impact on patient outcomes, pharmacist job satisfaction, and other variables is currently being evaluated in a controlled trial with more than 1100 patient enrollees. Guiding the program are the beliefs that pharmacists must have clinically relevant, patient-specific data to provide appropriate care; that pharmacists must have adequate training to provide pharmaceutical care; that the program must be sensitive to organizational barriers, particularly time demands; and that there must be ongoing support for the program. The program has five components: (1) computer display of patient-specific data for patients enrolled in the study, (2) distribution of tailored patient education materials, (3) use of a resource guide to facilitate the implementation of pharmaceutical care, (4) strategies to reinforce and facilitate the program, and (5) pharmacist training. While developed for community pharmacies, the program is applicable to most ambulatory care pharmacy practices. A pharmaceutical care program for patients with RAD was developed for use in community pharmacies.
Assuntos
Serviços Comunitários de Farmácia , Educação Continuada em Farmácia/métodos , Pneumopatias Obstrutivas/terapia , Educação de Pacientes como Assunto/métodos , Farmacêuticos , HumanosRESUMO
BACKGROUND: Discussions of end-of-life care should be held prior to acute, disabling events. Many barriers to having such discussions during primary care exist. These barriers include time constraints, communication difficulties, and perhaps physicians' anxiety that patients might react negatively to such discussions. OBJECTIVE: To assess the impact of discussions of advance directives on patients' satisfaction with their primary care physicians and outpatient visits. DESIGN: Prospective cohort study of patients enrolled in a randomized, controlled trial of the use of computers to remind primary care physicians to discuss advance directives with their elderly, chronically ill patients. SETTING: Academic primary care general internal medicine practice affiliated with an urban teaching hospital. PARTICIPANTS: Six hundred eighty-six patients who were at least 75 years old, or at least 50 years old with serious underlying disease, and their 87 primary care physicians (57 residents, 30 faculty general internists) participated in the study. MEASUREMENTS AND MAIN RESULTS: We assessed patients' satisfaction with their primary care physicians and visits via interviews held in the waiting room after completed visits. Controlling for satisfaction at enrollment and physician, patient, and visit factors, discussing advance directives was associated with greater satisfaction with the physician (P =.052). At follow-up, the strongest predictor of satisfaction with the primary care visit was having previously discussed advance directives with that physician (P =.004), with a trend towards greater visit satisfaction when discussions were held during that visit (P =.069). The percentage of patients scoring a visit as "excellent" increased from 34% for visits without prior advance directive discussions to 51% for visits with such discussions (P =.003). CONCLUSIONS: Elderly patients with chronic illnesses were more satisfied with their primary care physicians and outpatient visits when advanced directives were discussed. The improvement in visit satisfaction was substantial and persistent. This should encourage physicians to initiate such discussions to overcome communication barriers might result in reduced patient satisfaction levels.
Assuntos
Diretivas Antecipadas , Satisfação do Paciente , Médicos de Família , Sistemas de Alerta , Idoso , Estudos de Coortes , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Pacientes Ambulatoriais , Relações Médico-Paciente , Estudos Prospectivos , Inquéritos e Questionários , Assistência TerminalRESUMO
BACKGROUND: The relative accuracy of helical CT and EUS for defining the local resectability of peripapillary malignancies is undefined. METHODS: Fifty-one patients with a peripapillary malignancy and no metastatic disease were prospectively evaluated with helical CT and EUS. Imaging results were compared with surgical staging, and a tumor was defined as resectable when there was no macroscopic or microscopic residual tumor. RESULTS: Nine patients had surgically confirmed locally unresectable disease, which was accurately predicted by EUS in 6 patients (sensitivity 67%) and by helical CT in 3 patients (sensitivity 33%; p = 0.35). When only patients with complete EUS examinations were included, the sensitivities of EUS and helical CT for vascular invasion were 100% and 33% (p = 0.06), respectively. When all patients not undergoing surgery because of imaging evidence of locally unresectable disease were included, the sensitivities were 100% and 62.5% (p = 0.02), respectively. One of 15 patients with a tumor amenable to surgical resection was labeled as unresectable by EUS but subsequently had a local recurrence of the tumor. The specificities of EUS (93%) and helical CT (100%) were similar. CONCLUSION: EUS is more sensitive than helical CT for detecting vascular invasion by peripapillary malignancies and should be added to staging protocols, particularly when findings on helical CT are equivocal.