3 resultados para Data clustering. Fuzzy C-Means. Cluster centers initialization. Validation indices
em Bioline International
Resumo:
Background: Diabetes is associated with increased cardiovascular disease, mortality and morbidity. Objectives: The present study aimed at assessing fasting blood sugar (FBS) in elementary school students in Birjand, 2012. Materials and Methods: This cross-sectional and descriptive study was done on 1530 elementary school students who had been selected through multiple cluster sampling. FBS of these students was tested applying the enzymatic process. The obtained data was analyzed by means of SPSS software (v15) and statistical tests t and X2. Results: In this study, 833 girls and 697 boys were evaluated. Mean FBS of the whole study population was 86.9 ± 8.8 mg/dL; FBS was higher in boys compared to girls. FBS of 1453 (95%) children was < 100 mg/dL, the mean being 85.8 ± 6.8 mg/dL. FBS of 698 (45.6%) students of the above population was 86-99 mg/dl. It was 100-125 mg/dL in 72 (4.7%) individuals. Five (0.3%) students had FBS >126 mg/dL. Mean FBS increased in proportion to age, which was statistically significant. Conclusions: Although the prevalence of diabetes is not considerable; however, based on the relatively high portion of those children with high degree of blood glucose in the range in which the risk of diabetes and prediabetes in the following years rises dramatically, the need for further care of health authorities, an extensive screening activity, and undertaking intervening measures to prevent the epidemic of diabetes and consequently cardiovascular disease is emphasized.
Resumo:
Objetivo: Traçar o perfil dos frequentadores das academias de ginástica do município de Canguçu-RS. Métodos: Estudo transversal, de caráter descritivo, com 177 frequentadores de academias de diversas modalidades. Utilizou-se um questionário estruturado, contendo 76 questões para mensurar variáveis sociodemograficas, antropométricas, nutricionais e comportamentais, além de informações relacionadas às praticas nas academias. Realizouse análise descritiva dos dados, com cálculo de médias ± desvios-padrão para as variáveis contínuas e cálculo de proporções para as variáveis categóricas. Resultados: Participaram 177 frequentadores das academias na cidade de Canguçu-RS (30±12,5 anos; 70,0±12,8 kg; 1,69±0,1m). Com relação às variáveis comportamentais, a maioria nunca fumou (71,8%), não bebia exageradamente (89,9%) e era ativa no lazer (87%). No tocante às variáveis nutricionais, 66,7% tinham índice de massa corporal normal e a maioria não alcançava as recomendações de consumo diário de frutas, verduras e legumes, e não usava suplementos (69,5%). No que diz respeito às variáveis relacionadas à academia, a maioria dos respondentes frequentava há mais de 12 meses (56,5%), quatro ou mais vezes por semana (52%), à noite (52,5%), relatando que o principal motivo para ir à academia foi permanecer saudável (78%). Os praticantes afirmaram satisfação com os objetivos alcançados (60%) e praticavam a modalidade de musculação (97,2%). Conclusão: A maioria dos frequentadores das academias era do sexo masculino, jovem, ativa no lazer, praticava a modalidade de musculação e estava satisfeita com os resultados buscados nas academias. Apesar disso, são necessárias estratégias de mudança de comportamento em relação ao consumo de frutas, verduras e legumes.
Resumo:
Background Defaulting scheduled rehabilitation therapy may result in increased adverse outcomes such as permanent disability and increased healthcare costs. Concomitantly, there is evidence to suggest that early and continued rehabilitation of children with congenital disabilities can improve outcomes significantly. This study was conducted to determine factors contributing to caregivers’ defaulting scheduled rehabilitation therapy sessions. Methods A descriptive cross sectional study was carried out at Chitungwiza Central Hospital, a tertiary facility offering in and outpatient rehabilitation services in Zimbabwe. Caregivers of children who had congenital disabilities (N=40) and who had a history of defaulting treatment but were available during the data collection period responded to an interviewer administered questionnaire. Data were analysed for means and frequencies using STATA 13. Results Factors that contributed to caregivers defaulting scheduled therapy included economic constraints (52%), child related factors (43%), caregiver related factors (42%), service centred factors (30%) and psychosocial factors (58%). Majority of the caregivers (98%) were motivated to attend therapy by observable improvements in their children. Other motivators were incentives given in the rehabilitation department (45%), availability of rehabilitation personnel to provide the required services (48%) and psychosocial support from fellow caregivers, families and the rehabilitation staff (68%). Although all the caregivers could not distinguish occupational therapy from physiotherapy services they all reported that therapy was important. Conclusions A combination of psychosocial, economic, child centred and service centred factors contributed to caregivers defaulting scheduled therapy. Interventions that may potentially improve caregiver attendance to scheduled therapy include community outreach services, efficient rehabilitation service provision at the hospitals, and facilitation of income generating programmes for caregivers.