Search results for "Regression analysis"

showing 10 items of 807 documents

Fall incidence in frail older women after individualized visual feedback-based balance training.

2003

<i>Background:</i> The knowledge concerning balance training actually lowering fall rates among frail older persons is limited. <i>Objective:</i> The aim of this study was to examine the effects of a 4-week individualized visual feedback-based balance training on the fall incidence during 1-year follow-up among frail older women living in residential care. <i>Methods:</i> Twenty-seven older women from 2 residential care homes were randomized into exercise (n = 20) and control (n = 7) groups. Balance measurements were carried out before and after a 4-week training period and falls were monitored by monthly diaries for 1 year. An interview about fear of fal…

GerontologyAgingmedicine.medical_specialtyFrail ElderlyPosturePoison controlFear of fallinglaw.inventionFeedbackInterviews as Topicsymbols.namesakeRandomized controlled triallawRisk FactorsInjury preventionmedicineHumansPoisson regressionPoisson DistributionExercisePostural BalanceBalance (ability)AgedAged 80 and overbusiness.industryIncidenceRelative riskPhysical therapysymbolsRegression AnalysisAccidental FallsFemaleGeriatrics and Gerontologymedicine.symptombusinessFall preventionFollow-Up StudiesGerontology
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Modifiable Lifestyle Factors and Cognitive Function in Older People: A Cross-Sectional Observational Study

2019

Background: The development of evidence-based interventions for delaying or preventing cognitive impairment is an important challenge. Most previous studies using self-report questionnaires face problems with reliability and consistency due to recall bias or misclassification among older people. Therefore, objective measurement of lifestyle components is needed to confirm the relationships between lifestyle factors and cognitive function. Aims: The current study examined the relationship between lifestyle factors collected with wearable sensors and cognitive function among community-dwelling older people using machine learning. Methods: In total, 855 participants (mean age: 73.8 years) wore…

GerontologyCross-sectional studywearable sensorlcsh:RC346-42903 medical and health sciences0302 clinical medicineRecall biascross-sectional studyMedicine030212 general & internal medicineRisk factorcognitive functionlcsh:Neurology. Diseases of the nervous systemOriginal ResearchMini–Mental State Examinationmedicine.diagnostic_testbusiness.industryrandom forest regression analysisConfoundinglifestyle factorsCognitionRegression analysisNeurologymini-mental state examinationNeurology (clinical)Sleep onsetbusiness030217 neurology & neurosurgeryFrontiers in Neurology
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Estimation of aerobic fitness among young men without exercise test

2015

Summary Study aim: to develop and estimate the validity of non-exercise methods to predict VO2max among young male conscripts entering military service in order to divide them into the different physical training groups. Material and methods: fifty males (age 19.7 ± 0.3 years) reported their physical activity before military service by IPAQ and SIVAQ questionnaires. Furthermore, Jackson’s non-exercise method was used to estimate VO2max. Body mass and height were measured, body mass index calculated and VO2max measured directly in a maximal treadmill test. Subjects were randomly divided into two groups. The results of the Group 1 (N = 25) were used to develop a regression equation to estimat…

GerontologyGroup basedPhysiologyexercise testmenPhysical Therapy Sports Therapy and RehabilitationAltman plotregression analysisregressioanalyysiAerobic exerciseQP1-981Orthopedics and Sports MedicineTreadmillYoung malemilitaryMathematicsRegression analysisTest (assessment)sotaväkiaerobic capacitySports medicineaerobinen suorituskykymiehetBody mass indexhuman activitiesRC1200-1245DemographyBiomedical Human Kinetics
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Effects of persistent physical activity and inactivity on coronary risk factors in children and young adults. The Cardiovascular Risk in Young Finns …

1994

The tracking of physical activity and its influence on selected coronary heart disease risk factors were studied in a 6-year (original survey in 1980, with follow-ups in 1983 and 1986) study of Finnish adolescents and young adults as part of the Cardiovascular Risk in Young Finns Study. The subjects in this analysis were aged 12, 15, and 18 years at baseline. Physical activity was assessed with a standardized questionnaire, and a sum index was derived from the product of intensity, frequency, and duration of leisure time physical activity. Complete data on physical activity index from each study year were available on 961 participants. Significant tracking of physical activity was observed …

GerontologyMaleAdolescentEpidemiologyCross-sectional studymedicine.medical_treatmentPhysiologyPhysical exercise03 medical and health scienceschemistry.chemical_compound0302 clinical medicineHigh-density lipoproteinRisk FactorsMedicineHumansInsulin030212 general & internal medicineObesityYoung adultRisk factorChildExerciseFinlandTriglyceridebusiness.industryInsulinSmoking030229 sport sciencesmedicine.diseaseObesityLipidsDietCross-Sectional StudieschemistryCardiovascular DiseasesRegression AnalysisFemalebusinessFollow-Up StudiesAmerican journal of epidemiology
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Physical activity and obesity mediate the association between childhood motor function and adolescent's academic achievement

2013

The global epidemic of obesity and physical inactivity may have detrimental implications for young people’s cognitive function and academic achievement. This prospective study investigated whether childhood motor function predicts later academic achievement via physical activity, fitness, and obesity. The study sample included 8,061 children from the Northern Finland Birth Cohort 1986, which contains data about parent-reported motor function at age 8 y and self-reported physical activity, predicted cardiorespiratory fitness (cycle ergometer test), obesity (body weight and height), and academic achievement (grades) at age 16 y. Structural equation models with unstandardized (B) and standardi…

GerontologyMaleAdolescentHealth StatusPhysical fitnessAcademic achievementOverweightBody Mass Index03 medical and health sciences0302 clinical medicineSurveys and QuestionnairesmedicineHumans030212 general & internal medicineObesityProspective StudiesChildExerciseMotor skillFinlandta5152. Zero hungerMultidisciplinarybusiness.industryBody WeightCardiorespiratory fitness030229 sport sciencesBiological Sciencesmedicine.diseaseAchievementObesityHealth SurveysConfidence intervalPhysical FitnessMultivariate AnalysisEducational StatusRegression AnalysisFemalemedicine.symptombusinessPsychologyBody mass indexProceedings of the National Academy of Sciences
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Oxidative stress is associated with an increased antioxidant defense in elderly subjects: a multilevel approach.

2014

© 2014 Fonseca et al. Background: Studies of associations between plasma GSH-Px activity and cardiovascular risk factors have been done in humans, and contradictory results have been reported. The aim of our study was to assess the association between the scavenger antioxidant enzyme glutathione peroxidase (GSH-Px) activity in plasma and the presence of novel and classical cardiovascular risk factors in elderly patients. Copyright: Methods: We performed a cross-sectional study with baseline data from a subsample of the PREDIMED (PREvención con DIeta MEDiterránea) study in Spain. Participants were 1,060 asymptomatic subjects at high risk for cardiovascular disease (CVD), aged 55 to 80, selec…

GerontologyMaleAgingAntioxidantEpidemiologymedicine.medical_treatmenthumanosPhysiologymedicine.disease_causeAntioxidantschemistry.chemical_compoundanálisis de regresiónBlood plasmaMolecular Cell BiologyMedicine and Health Sciencesmediana edadCellular Stress Responsesglutatión peroxidasachemistry.chemical_classificationAged 80 and overancianoeducation.field_of_studyMultidisciplinaryGlutathione peroxidaseConfoundingQREpidemiology of AgingMiddle AgedPredimedestrés oxidativoCell ProcessesResearch DesignEpidemiological Methods and StatisticsRegression AnalysisMedicineFemaleAnatomyResearch ArticleClinical Research DesignEstrès oxidatiuSciencePopulationCardiologyResearch and Analysis MethodsMedicina preventivaEnvellimentantioxidantesmedicineHumansanálisis multifactorialMortalityeducationCardiovascular Disease EpidemiologyAgedPreventive medicineGlutathione PeroxidasePopulation BiologyCholesterolbusiness.industryBiology and Life SciencesGlutathioneCell BiologyCardiovascular riskBiomarker EpidemiologyOxidative StressCross-Sectional StudieschemistryOxidative stressMultivariate AnalysisCardiovascular AnatomyMorbiditybusinessOxidative stressestudios transversalesPLoS ONE
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Difficulties in mobility among elderly people and their association with socioeconomic factors, dwelling environment and use of services.

1995

The purpose of this study was to clarify the extent to which elderly people have difficulties in mobility, and determine their association with socioeconomic factors, dwelling environment and use of services. The study groups were composed of two random samples of 800 persons aged 65–74 and 75–84, respectively. In all, 1224 non- institutionalized persons (80%) were interviewed at home. The respondents were asked to assess their ability to get about the house, negotiate stairs and walk outdoors, as well as manage certain physical exercise tasks. Difficulties in getting about outdoors were found most frequently among the women in the older age group (52% reported difficulties), and least freq…

GerontologyMaleAgingCompensation (psychology)MovementEnvironmentLogistic regressionHome Care ServicesInterviews as TopicUse of servicesStairsSocioeconomic FactorsActivities of Daily LivingElderly peopleHumansRegression AnalysisFemaleGeriatrics and GerontologyHome helpPsychologyAssociation (psychology)Socioeconomic statusAgedAging (Milan, Italy)
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The relationship between different settings of medical service and incident frailty

2018

Background: Some studies have reported a potential association between usual source of health care and disability, but no one has explored the association with frailty, a state of early and potential reversible disability. We therefore aimed to explore the association between older persons' self-reported usual source of health care at baseline and the onset of frailty. Methods: Information regarding usual source of health care was captured through self-report and categorized as 1) private doctor's office, 2) public clinic, 3) Health Maintenance Organization (HMO), or 4) hospital clinic/emergency department (ED). Frailty was defined using the Study of Osteoporotic Fracture (SOF) index as the…

GerontologyMaleAgingDatabases FactualFrail ElderlyPopulation030204 cardiovascular system & hematologyBiochemistryArticle03 medical and health sciences0302 clinical medicineEndocrinologyWeight lossHealth careGeneticsmedicineHumans030212 general & internal medicineLongitudinal StudieseducationMolecular BiologyGeriatric AssessmentAgedProportional Hazards Modelseducation.field_of_studyFrailtybusiness.industryConfoundingHazard ratioHealth careRegression analysisCell BiologyEmergency departmentMiddle AgedPatient Acceptance of Health CareConfidence intervalUnited StatesMultivariate AnalysisFemaleSelf Reportmedicine.symptombusinessOsteoporotic Fractures
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Quality of life (QOL) of older adult community choral singers in Finland.

2013

ABSTRACTBackground: Enhancing quality of life (QOL) of older adults is an international area of focus. Identifying factors and experiences that contribute to QOL of older adults helps promote optimal levels of functioning. This study examines the relationship between perceived benefits associated with choral singing and QOL among community-dwelling older adults.Methods: One hundred seventeen older adults who sing in community choirs in Jyväskylä, Finland, completed self-report measures of QOL (WHOQOL-Bref), depressive symptoms, and a questionnaire about the benefits of singing in choir. Correlational analyses and linear regression models were used to examine the association between the bene…

GerontologyMaleCross-sectional studyelämänlaatuPersonal SatisfactionSocial EnvironmentMedical and Health ScienceskuoroQuality of life7.1 Individual care needselämän laatuResidence CharacteristicsSurveys and Questionnaires80 and overMedicineDepression (differential diagnoses)FinlandAged 80 and overDepressionta3141StatisticalMiddle AgedhumanitiesPsychiatry and Mental healthClinical PsychologyMental HealthRegression AnalysisFemaleSingingFactor Analysispsychological phenomena and processesmusiikkiSingingChoral singingWorld Health OrganizationArticleBehavioral and Social ScienceChoirHumansmusicGeriatric AssessmentDepressive symptomsAgedbusiness.industryPsychology and Cognitive SciencesagingSocial environmentikääntyminenCross-Sectional Studiesnervous systemquality of lifeSocioeconomic FactorsGeriatricsQuality of LifechoirManagement of diseases and conditionsGeriatrics and GerontologybusinessFactor Analysis StatisticalGerontologyInternational psychogeriatrics
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Implementation of the Frailty Index in hospitalized older patients: Results from the REPOSI register

2018

Abstract Background Frailty is a state of increased vulnerability to stressors, associated to poor health outcomes. The aim of this study was to design and introduce a Frailty Index (FI; according to the age-related accumulation of deficit model) in a large cohort of hospitalized older persons, in order to benefit from its capacity to comprehensively weight the risk profile of the individual. Methods Patients aged 65 and older enrolled in the REPOSI register from 2010 to 2016 were considered in the present analyses. Variables recorded at the hospital admission (including socio-demographic, physical, cognitive, functional and clinical factors) were used to compute the FI. The prognostic impa…

GerontologyMaleMultivariate analysisFrailty; Internal medicine and geriatric wards; Multimorbidity; Physical and cognitive impairment; Internal MedicinePhysical and cognitive impairmentPsychological interventionPredictive Value of TestSeverity of Illness Index0302 clinical medicineInternal medicine and geriatric wardsInterquartile rangeFrailty Internal medicine and geriatric wards Multimorbidity Physical and cognitive impairment80 and overMedicine030212 general & internal medicineProspective StudiesHospital MortalityProspective cohort studyMultivariate AnalysiAged 80 and overFrailtyPrognosisFrailty; Internal medicine and geriatric wards; Multimorbidity; Physical and cognitive impairment; Aged; Aged 80 and over; Female; Frailty; Geriatric Assessment; Hospitalization; Humans; Italy; Male; Multimorbidity; Multivariate Analysis; Predictive Value of Tests; Prognosis; Prospective Studies; Regression Analysis; Survival Analysis; Frail Elderly; Hospital Mortality; Severity of Illness IndexHospitalizationItalyPredictive value of testsRegression AnalysisFemaleSurvival AnalysiCohort studyHumanPrognosiFrail ElderlyFrailty; Internal medicine and geriatric wards; Multimorbidity; Physical and cognitive impairment; Aged; Aged 80 and over; Female; Frailty; Geriatric Assessment; Hospitalization; Humans; Italy; Male; Multimorbidity; Multivariate Analysis; Predictive Value of Tests; Prognosis; Prospective Studies; Regression Analysis; Survival Analysis; Frail Elderly; Hospital Mortality; Severity of Illness Index; Internal MedicineSocio-culturaleRegression Analysi03 medical and health sciencesPredictive Value of TestsSeverity of illnessInternal MedicineHumansGeriatric AssessmentSurvival analysisAgedbusiness.industryMultimorbiditySurvival AnalysisInternal medicine and geriatric wardProspective StudieMultivariate Analysisbusiness030217 neurology & neurosurgery
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