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1.
Clin Rehabil ; 31(9): 1267-1275, 2017 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-28068794

RESUMO

OBJECTIVE: The purpose was to gain insight in the functioning of caregivers of cardiac arrest survivors at 12 months after a cardiac arrest. Secondly, the course of the wellbeing of the caregivers during the first year was studied. Finally, factors that are associated with a higher care burden at 12 months after the cardiac arrest were investigated. SUBJECTS: A total of 195 family caregivers of cardiac arrest survivors were included. MAIN MEASURES: Quality of life (SF-36, EuroQol-VAS), caregiver strain (CSI) and emotional functioning (HADS, IES) were measured at two weeks, three months and one year after the cardiac arrest. Thereby, the caregiver was asked to fill out the cognitive failure questionnaire (CFQ) to evaluate their view on the cognitive status of the patient. RESULTS: Caregiver strain was high in 16 (15%) of the caregivers at 12 months. Anxiety was present in 33 (25%) caregivers and depression in 18 (14%) caregivers at 12 months. The repeated measures MANOVA showed that during the first year the following variables improved significantly: SF-36 domains social and mental health, role physical, role emotional and vitality, caregiver strain, HADS and IES ( P<0.001). At 12 months caregiver strain correlated significantly (explained variance 63%, P=0.03) with caregiver HADS ( P=0.01), EuroQol-VAS ( P=0.02), and the CFQ ( P<0.001), all measured at 12 months after the cardiac arrest. CONCLUSIONS: Overall wellbeing of the caregivers improves during the first year up to normal levels, but caregivers with emotional problems or perceived cognitive problems at 12 months are at risk for developing a higher care burden.


Assuntos
Cuidadores/psicologia , Efeitos Psicossociais da Doença , Parada Cardíaca/psicologia , Qualidade de Vida , Adulto , Idoso , Idoso de 80 Anos ou mais , Ansiedade/etiologia , Estudos de Coortes , Depressão/etiologia , Emoções , Feminino , Parada Cardíaca/terapia , Humanos , Masculino , Pessoa de Meia-Idade , Estresse Psicológico/etiologia , Fatores de Tempo , Adulto Jovem
2.
Ann Am Thorac Soc ; 14(3): 363-367, 2017 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-27983865

RESUMO

RATIONALE: Suicidal ideation is an important part of the spectrum of depression, but studies of outcomes after cardiac events often avoid asking about suicide as part of their assessment due to perceived resource constraints and the complexity of managing this finding. OBJECTIVES: To describe the development, feasibility, and outcomes of a suicide risk management protocol implemented by research assistants administering the Patient Health Questionnaire Depression Scale (PHQ-9). METHODS: Patients surviving in-hospital cardiac arrest at any Veterans Affairs hospital during 2014 to 2015 received PHQ-9 screening as a part of longitudinal telephone or mail interviews administered at 3, 6, 9, and 12 months after hospital discharge. Those who screened positive for suicidal ideation were administered a telephone risk assessment protocol. MEASUREMENTS AND MAIN RESULTS: Fifty-five of 366 (15%) interviewed Veterans endorsed suicidal ideation according to the PHQ-9 on 82 of their completed interviews. Of those who endorsed suicidal ideation during their interview, 81% of interviews included passive suicidal ideation without intent or plan. Five (9%) patients were recommended to receive expedited follow-up with a mental health provider or suicide prevention coordinator located within their Veterans Affairs healthcare facility. In 50 (63%) interviews, the patient already had reliable resources, such as a mental health provider or the number to the Veterans Crisis Line. CONCLUSIONS: Suicidal ideation is common after in-hospital cardiac arrest, although most patients are at low risk. Addressing suicidal ideation in an observational research study is feasible, with a detailed protocol and research staff who can respond to incidents of high-risk suicidal ideation in collaboration with study clinicians.


Assuntos
Depressão/epidemiologia , Parada Cardíaca/psicologia , Gestão de Riscos/métodos , Ideação Suicida , Sobreviventes/psicologia , Idoso , Feminino , Parada Cardíaca/terapia , Hospitais de Veteranos , Humanos , Estudos Longitudinais , Masculino , Saúde Mental , Escalas de Graduação Psiquiátrica , Medição de Risco/métodos , Telefone , Estados Unidos , Veteranos/psicologia
3.
Resuscitation ; 106: 30-6, 2016 09.
Artigo em Inglês | MEDLINE | ID: mdl-27350371

RESUMO

OBJECTIVE: To evaluate the cost-effectiveness of an early intervention service for cardiac arrest survivors called 'Stand still …, and move on' from a societal perspective. INTERVENTION: This concise nursing intervention consists of screening for cognitive and emotional problems, information provision and support, self-management promotion, and further referral if necessary. Earlier research confirmed the feasibility of the intervention and its effectiveness in improving emotional functioning and quality of life. METHODS: In this multicentre randomized controlled trial with one year follow-up 185 patients were included between April 2007 and December 2010. The experimental group received the intervention, the control group received care-as-usual. Intervention costs, other direct healthcare costs (e.g. hospital care, rehabilitation, medication, home care) and indirect costs (productivity loss) were measured during ten months using monthly cost-diaries. The economic evaluation comprised a cost-utility analysis (SF-36) and a cost-effectiveness analysis (QOLIBRI) using bootstrapping (5000 replications) to quantify uncertainty concerning the incremental cost effectiveness ratio (ICER), and the probability of the intervention being cost-effective was estimated. To check the robustness of the findings, two sensitivity analyses were performed using the EQ-5D and the complete cases respectively. RESULTS: Of 136 (74%) participants sufficient data concerning costs were collected to be included in this economic evaluation. Intervention costs were on average €127 (SD 85). No significant differences between groups were found with regard to overall costs. The ICERs of the cost-utility and the cost-effectiveness analyses supported the cost-effectiveness of the intervention. The probability of the intervention being cost-effective was 54-76% for the SF-36 and 94% for the QOLIBRI. Findings were robust. CONCLUSION: The intervention 'Stand still …, and move on' has positive societal economic effects and has a high probability to be cost-effective. Implementation in regular healthcare is recommended. TRIAL REGISTRATION: ISRCTN74835019.


Assuntos
Análise Custo-Benefício , Custos de Cuidados de Saúde , Parada Cardíaca/enfermagem , Idoso , Disfunção Cognitiva/etiologia , Feminino , Seguimentos , Parada Cardíaca/complicações , Parada Cardíaca/psicologia , Humanos , Masculino , Pessoa de Meia-Idade , Qualidade de Vida , Inquéritos e Questionários
4.
Scand J Trauma Resusc Emerg Med ; 22: 76, 2014 Dec 12.
Artigo em Inglês | MEDLINE | ID: mdl-25496708

RESUMO

BACKGROUND: Hypoxic-ischaemic encephalopathy is the main determinant of clinical outcome after cardiac arrest. The study was designed to determine long-term neurological and psychological status in cardiac arrest survivors, as well as to compare neuropsychological outcomes between patients treated with mild therapeutic hypothermia (MTH) and patients who did not undergo hypothermia treatment. METHODS: The article describes a single-center, retrospective, observational study on 28 post-cardiac arrest adult patients treated in the cardiac intensive care unit who qualified for MTH vs. 37 control group patients, hospitalized at the same center following cardiac arrest in the preceding years and fulfilling criteria for induced hypothermia, but who were not treated due to unavailability of the method at that time. Disability Rating Scale (DRS), Barthel Index and RAND-36 were used to assess performance status and quality of life in both study groups after hospital discharge. RESULTS: There were no statistically significant differences in physical functioning found between groups either at the end of hospital treatment or at long-term follow-up (DRS: p = 0.11; Barthel Index: p = 0.83). In long-term follow-up, MTH patients showed higher vitality (p = 0.02) and reported fewer complaints on role limitations due to emotional problems (p = 0.04) compared to the control group. No significant differences were shown between study groups in terms of physical capacity and independent functioning. CONCLUSION: To conclude, in long-term follow-up, MTH patients showed higher vitality and reported fewer complaints on role limitations due to emotional problems compared to the control group. This suggest that MTH helps to preserve global brain function in cardiac arrest survivors. However, the results can be biased by a small sample size and variable observation periods.


Assuntos
Reanimação Cardiopulmonar/métodos , Parada Cardíaca/terapia , Hipotermia Induzida/métodos , Hipóxia-Isquemia Encefálica/prevenção & controle , Atividade Motora/fisiologia , Qualidade de Vida , Sobreviventes/psicologia , Adulto , Feminino , Seguimentos , Parada Cardíaca/fisiopatologia , Parada Cardíaca/psicologia , Humanos , Hipóxia-Isquemia Encefálica/etiologia , Unidades de Terapia Intensiva , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Resultado do Tratamento
5.
Ther Hypothermia Temp Manag ; 4(3): 131-6, 2014 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-25010524

RESUMO

Cardiac arrest survivors exhibit varying degrees of neurological recovery even in the setting of targeted temperature management (TTM) use, ranging from severe impairments to making a seemingly full return to neurologic baseline function. We sought to explore the feasibility of utilizing a laptop-based neurocognitive battery to identify more subtle cognitive deficits in this population. In a convenience sample of cardiac arrest survivors discharged with a cerebral performance category (CPC) of 1, we evaluated the use of a computerized neurocognitive battery (CNB) in this group compared to a healthy control normative population. The CNB was designed to test 11 specific neurocognitive domains, including such areas as working memory and spatial processing. Testing was scored for both accuracy and speed. In a feasibility convenience sample of 29 cardiac arrest survivors, the mean age was 52.9±16.7 years; 12 patients received postarrest TTM and 17 did not receive TTM. Patients tolerated the battery well and performed at normative levels for both accuracy and speed on most of the 11 domains, but showed reduced accuracy of working memory and speed of spatial memory with large magnitudes (>1 SD), even among those receiving TTM. Across all domains, including those using speed and accuracy, 7 of the 29 subjects (24%) achieved statistically significant scores lower from the normative population in two or more domains. In this population of CPC 1 cardiac arrest survivors, a sensitive neurocognitive battery was feasible and suggests that specific cognitive deficits can be detected compared to a normative population, despite CPC 1 designation. Such testing might allow improved measurement of outcomes following TTM interventions in future trials.


Assuntos
Transtornos Cognitivos/diagnóstico , Cognição , Diagnóstico por Computador/instrumentação , Parada Cardíaca/terapia , Hipotermia Induzida/psicologia , Microcomputadores , Testes Neuropsicológicos , Sobreviventes/psicologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Estudos de Casos e Controles , Transtornos Cognitivos/etiologia , Transtornos Cognitivos/psicologia , Estudos de Viabilidade , Feminino , Parada Cardíaca/diagnóstico , Parada Cardíaca/psicologia , Humanos , Hipotermia Induzida/efeitos adversos , Masculino , Memória de Curto Prazo , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Processamento Espacial , Fatores de Tempo , Resultado do Tratamento , Adulto Jovem
6.
Resuscitation ; 79(2): 249-56, 2008 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-18692288

RESUMO

INTRODUCTION: Assessing the neurological and disability status of cardiac arrest (CA) survivors is important for evaluating the outcomes of resuscitation interventions. The Cerebral Performance Category (CPC)--the standard outcome measurement after CA--has been criticized for its poorly defined, subjective criteria, lack of information regarding its psychometric properties, and poor relationships with long-term measures of disability and quality of life (QOL). This study examined the relationships among the CPC and measures of global disability and QOL at discharge from the hospital and at 1 month after CA. METHODS: Twenty-one CA survivors participated in the study. A medical chart review was conducted at the time of discharge to determine CPC and Modified Rankin Scale (mRS) scores, while 1-month in-person interview was conducted to collect mRS and Health Utilities Index Mark 3 (HUI3) scores. Data collected during the interview were used to determine follow-up CPC scores. RESULTS: The strength of relationships among measures at discharge and 1 month ranged between fair to good. An examination of scatter plots revealed substantial variability and a wide distribution of chart review and 1-month mRS and HUI3 scores within each CPC category. CPC scores obtained through chart review were significantly better than the CPC 1-month scores, thus overestimating the participants' cognitive and disability status 1 month later. CONCLUSION: When compared to disability and quality of life measures, it is apparent that the CPC has limited ability to discriminate between mild and moderate brain injury. The validity of using the chart review method for obtaining scores is questionable.


Assuntos
Avaliação da Deficiência , Indicadores Básicos de Saúde , Parada Cardíaca/fisiopatologia , Exame Neurológico , Qualidade de Vida , Recuperação de Função Fisiológica , Adulto , Idoso , Feminino , Parada Cardíaca/psicologia , Parada Cardíaca/terapia , Hospitalização , Humanos , Estudos Longitudinais , Masculino , Pessoa de Meia-Idade , Avaliação de Resultados em Cuidados de Saúde , Reprodutibilidade dos Testes , Fatores de Tempo
7.
J Neurosci Nurs ; 39(5): 294-6, 2007 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-17966296

RESUMO

End-of-life care is a complicated topic, especially in a neurological intensive care unit. Death is a daily part of nursing care and should be treated with respect and a definite plan of care. Unfortunately, there are still hospitals that do not have protocols to deal with this outcome. The administration of opioids and appropriate sedation can be the difference between a calm serene death or one that is fraught with dyspnea, struggling, and unhappy families. Every hospital should have palliative care and hospice planning. This case study is about a dying patient that did not receive palliative care appropriately; however, through determination and personal knowledge of death and dying, a neurosurgical nurse was able to change the way a hospital dealt with do-not-resuscitate patients. Do not resuscitate does not mean no care; it means a different kind of care that can best be achieved through end-of-life protocols and education.


Assuntos
Cuidados Críticos/organização & administração , Papel do Profissional de Enfermagem , Cuidados Paliativos/organização & administração , Ordens quanto à Conduta (Ética Médica) , Idoso , Protocolos Clínicos , Comunicação , Sedação Consciente/enfermagem , Cuidados Críticos/psicologia , Família/psicologia , Feminino , Necessidades e Demandas de Serviços de Saúde , Parada Cardíaca/psicologia , Parada Cardíaca/terapia , Humanos , Papel do Profissional de Enfermagem/psicologia , Relações Enfermeiro-Paciente , Cultura Organizacional , Cuidados Paliativos/psicologia , Defesa do Paciente , Planejamento de Assistência ao Paciente/organização & administração , Equipe de Assistência ao Paciente/organização & administração , Relações Profissional-Paciente , Qualidade de Vida/psicologia , Ordens quanto à Conduta (Ética Médica)/psicologia , Higiene da Pele/enfermagem , Análise de Sistemas , Desmame do Respirador
8.
BMC Cardiovasc Disord ; 7: 26, 2007 Aug 27.
Artigo em Inglês | MEDLINE | ID: mdl-17723148

RESUMO

BACKGROUND: Cardiac arrest survivors may experience hypoxic brain injury that results in cognitive impairments which frequently remain unrecognised. This may lead to limitations in daily activities and participation in society, a decreased quality of life for the patient, and a high strain for the caregiver. Publications about interventions directed at improving quality of life after survival of a cardiac arrest are scarce. Therefore, evidence about effective rehabilitation programmes for cardiac arrest survivors is urgently needed. This paper presents the design of the ALASCA (Activity and Life After Survival of a Cardiac Arrest) trial, a randomised, controlled clinical trial to evaluate the effects of a new early intervention service for survivors of a cardiac arrest and their caregivers. METHODS/DESIGN: The study population comprises all people who survive two weeks after a cardiac arrest and are admitted to one of the participating hospitals in the Southern part of the Netherlands. In a two-group randomised, controlled clinical trial, half of the participants will receive an early intervention service. The early intervention service consists of several consultations with a specialised nurse for the patient and their caregiver during the first three months after the cardiac arrest. The intervention is directed at screening for cognitive problems, provision of informational, emotional and practical support, and stimulating self-management. If necessary, referral to specialised care can take place. Persons in the control group will receive the care as usual. The primary outcome measures are the extent of participation in society and quality of life of the patient one year after a cardiac arrest. Secondary outcome measures are the level of cognitive, emotional and cardiovascular impairment and daily functioning of the patient, as well as the strain for and quality of life of the caregiver. Participants and their caregivers will be followed for twelve months after the cardiac arrest.A process evaluation will be performed to gain insight into factors that might have contributed to the effectiveness of the intervention and to gather information about the feasibility of the programme. Furthermore, an economic evaluation will be carried out to determine the cost-effectiveness and cost-utility of the intervention. DISCUSSION: The results of this study will provide evidence on the effectiveness of this early intervention service, as well as the cost-effectiveness and its feasibility. TRIAL REGISTRATION: Current Controlled Trials [ISRCTN74835019].


Assuntos
Atividades Cotidianas , Transtornos Cognitivos/etiologia , Parada Cardíaca/enfermagem , Hipóxia Encefálica/complicações , Relações Enfermeiro-Paciente , Qualidade de Vida , Encaminhamento e Consulta , Sobreviventes/psicologia , Adaptação Psicológica , Cuidadores/psicologia , Transtornos Cognitivos/economia , Transtornos Cognitivos/enfermagem , Transtornos Cognitivos/psicologia , Análise Custo-Benefício , Emoções , Estudos de Viabilidade , Conhecimentos, Atitudes e Prática em Saúde , Parada Cardíaca/complicações , Parada Cardíaca/economia , Parada Cardíaca/fisiopatologia , Parada Cardíaca/psicologia , Humanos , Hipóxia Encefálica/economia , Hipóxia Encefálica/etiologia , Hipóxia Encefálica/enfermagem , Hipóxia Encefálica/fisiopatologia , Hipóxia Encefálica/psicologia , Países Baixos , Educação de Pacientes como Assunto , Avaliação de Processos em Cuidados de Saúde , Avaliação de Programas e Projetos de Saúde , Recuperação de Função Fisiológica , Encaminhamento e Consulta/economia , Projetos de Pesquisa , Autocuidado , Apoio Social , Inquéritos e Questionários , Fatores de Tempo , Resultado do Tratamento
9.
Arch Intern Med ; 166(2): 195-200, 2006 Jan 23.
Artigo em Inglês | MEDLINE | ID: mdl-16432088

RESUMO

BACKGROUND: The association of depression with coronary heart disease-related mortality has been widely recognized. This finding may partly reflect an association between depression and sudden death, in part because the imbalance between sympathetic and parasympathetic tone is altered in depressed subjects. We, thus, investigated whether the presence and severity of clinical depression was associated with a higher risk of sudden cardiac death. METHODS: We used data from a population-based case-control study of risk factors for incident out-of-hospital cardiac arrest (CA) conducted among enrollees of a health maintenance organization in western Washington State. Cases (n = 2228) were aged 40 to 79 years and experienced CA between January 1, 1980, and December 31, 1994. Controls (n = 4164) were a stratified random sample of enrollees defined by calendar year, age, sex, and prior heart disease. Clinical depression was defined as physician diagnosis of depression or use of antidepressant treatment within the year before the event. Referral to mental health clinics or hospitalization for depression defined severe depression. RESULTS: Clinically depressed patients had a higher odds ratio (OR) of CA (1.88; 95% confidence interval [CI], 1.59-2.23), which persisted after adjustment for confounders (OR, 1.43; 95% CI, 1.18-1.73). The association was observed in both sexes, in various age groups, and in subjects with prior physician-diagnosed heart disease (OR, 1.27; 95% CI, 1.01-1.60) and without prior physician-diagnosed heart disease (OR, 1.71; 95% CI, 1.22-2.41) (P = .13 for the interaction). Compared with nondepressed subjects, the risk of CA was increased in less severely depressed subjects (OR, 1.30; 95% CI, 1.04-1.63) and further increased in severely depressed subjects (OR, 1.77; 95% CI, 1.28-2.45) (P<.001 for trend). CONCLUSION: Clinical depression may be associated with a higher risk of CA independently of established coronary heart disease risk factors.


Assuntos
Doença das Coronárias/epidemiologia , Transtorno Depressivo/epidemiologia , Serviços Médicos de Emergência/estatística & dados numéricos , Sistemas Pré-Pagos de Saúde/estatística & dados numéricos , Parada Cardíaca/epidemiologia , Medição de Risco , Adulto , Distribuição por Idade , Idoso , Estudos de Casos e Controles , Estudos de Coortes , Comorbidade , Intervalos de Confiança , Doença das Coronárias/diagnóstico , Doença das Coronárias/psicologia , Transtorno Depressivo/diagnóstico , Transtorno Depressivo/fisiopatologia , Feminino , Parada Cardíaca/diagnóstico , Parada Cardíaca/psicologia , Humanos , Incidência , Masculino , Pessoa de Meia-Idade , Razão de Chances , Probabilidade , Valores de Referência , Distribuição por Sexo , Análise de Sobrevida , Washington/epidemiologia
10.
Crit Care Nurs Clin North Am ; 17(1): 17-22, ix, 2005 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-15749397

RESUMO

Current literature demonstrates a paucity of information on post-resuscitation care of pediatric clients. This lack of information is somewhat understandable in light of the relatively low incidence of occurrence and the statistically poor outcome. Nurses must be aware, however, of many issues when dealing with pediatric clients and their families after an arrest episode. This article explores key concepts involved with post-resuscitation care, including the outcome of cardiopulmonary resuscitation, immediate post-resuscitation needs, emotional outcomes for the child, and family stress and grief.


Assuntos
Assistência ao Convalescente/organização & administração , Enfermagem Pediátrica/organização & administração , Ressuscitação/enfermagem , Atitude Frente a Saúde , Criança , Morte , Emoções , Família/psicologia , Pesar , Necessidades e Demandas de Serviços de Saúde , Parada Cardíaca/psicologia , Parada Cardíaca/terapia , Humanos , Papel do Profissional de Enfermagem , Relações Profissional-Família , Estresse Psicológico/prevenção & controle , Estresse Psicológico/psicologia , Assistência Terminal/métodos , Assistência Terminal/psicologia , Resultado do Tratamento
11.
Europace ; 4(4): 417-25, 2002 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-12408262

RESUMO

BACKGROUND: Previous studies indicate that the implantable cardioverter defibrillator (ICD) has a large impact on the quality of life of patients. The effects of having an ICD over longer periods of times has been less studied. OBJECTIVE: To assess the quality of life and well-being of cardiac arrest survivors who have received an implantable cardioverter defibrillator (ICD) or other treatment. METHODS: 168 patients were monitored for 1 year and completed four questionnaires. RESULTS: No differences were found between the two treatments regarding quality of life (except for pain, ICD patients perceived less pain) and well-being. A significant improvement in physical and social function, and in mental health was found in the first 6 months. Older patients (60 years or older) perceived less improvement in their health than younger patients. Women reported having poorer social function. The prevalence of anxiety and probable depression was high irrespective of the treatment received: anxiety and depressive symptoms did not change significantly between 1 and 12 months after discharge. Patients with higher anxiety scores experienced less improvement in health and patients with more depressive symptoms experienced poorer social function. CONCLUSIONS: The prevalence of anxiety and probable depression was high in cardiac arrest survivors. Probable depression affected social function. Those patients who felt anxious experienced less health improvement. Quality of life and well-being were not affected by the type of treatment. We conclude that surviving an out-of-hospital cardiac arrest has a greater impact on patients than the treatment received.


Assuntos
Desfibriladores Implantáveis , Parada Cardíaca , Parada Cardíaca/terapia , Qualidade de Vida , Sobreviventes/psicologia , Adulto , Idoso , Desfibriladores Implantáveis/psicologia , Feminino , Indicadores Básicos de Saúde , Parada Cardíaca/psicologia , Humanos , Masculino , Pessoa de Meia-Idade
12.
Health Serv Res ; 34(5 Pt 1): 1033-45, 1999 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-10591271

RESUMO

OBJECTIVE: To show cluster analysis as a potentially useful tool in defining common outcomes empirically and in facilitating the assessment of preferences for health states. DATA SOURCES: A survey of 224 patients with ventricular arrhythmias treated at Kaiser Permanente of Northern California. STUDY DESIGN/METHODS: Physical functioning was measured using the Duke Activity Status Index (DASI), and mental status and vitality using the Medical Outcomes Study Short Form-36 items (SF-36). A "k-means" clustering algorithm was used to identify prototypical health states, in which patients in the same cluster shared similar responses to items in the survey. PRINCIPAL FINDINGS: The clustering algorithm yielded four prototypical health states. Cluster 1 (21 percent of patients) was characterized by high scores on physical functioning, vitality, and mental health. Cluster 2 (33 percent of patients) had low physical function but high scores on vitality and mental health. Cluster 3 (29 percent of patients) had low physical function and low vitality but preserved mental health. Cluster 4 (17 percent of patients) had low scores on all scales. These clusters served as the basis of written descriptions of the health states. CONCLUSIONS: Employing a clustering algorithm to analyze health status survey data enables researchers to gain a data-driven, concise summary of the experiences of patients.


Assuntos
Análise por Conglomerados , Inquéritos Epidemiológicos , Avaliação de Resultados em Cuidados de Saúde/estatística & dados numéricos , Qualidade de Vida , Inquéritos e Questionários , Adulto , Idoso , Algoritmos , California , Estudos de Coortes , Interpretação Estatística de Dados , Feminino , Sistemas Pré-Pagos de Saúde , Parada Cardíaca/psicologia , Parada Cardíaca/reabilitação , Humanos , Masculino , Pessoa de Meia-Idade , Taquicardia Ventricular/psicologia , Taquicardia Ventricular/reabilitação , Fibrilação Ventricular/psicologia , Fibrilação Ventricular/reabilitação
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