Search results for "Stepwise regression"

showing 10 items of 40 documents

Long-term effects of a multidisciplinary treatment of uncomplicated obesity on carotid intima-media thickness

2011

Obesity is associated with well-known cardiovascular risk factors and a lower life expectancy. This study investigated whether nonoperative nutritional treatment of obesity without comorbidities influenced the carotid intima-media thickness (c-IMT) in the long run. Fifty-four subjects of an original cohort of 251 subjects were re-evaluated 10 years after a medical nutritional treatment (MNT) with cognitive-behavioral approach for uncomplicated obesity. Forty subjects were classified as failure (10-year body weight change >0.5 kg) and 14 (body weight change ≤0.5 kg) as a success of the MNT. Ten years after MNT, c-IMT significantly increased (0.06 ± 0.02 mm; P = 0.004) in the failure group an…

AdultMalemedicine.medical_specialtyAdolescentDiet ReducingCarotid Artery CommonEndocrinology Diabetes and MetabolismMedicine (miscellaneous)Coronary Artery DiseaseWeight GainSeverity of Illness IndexBody Mass IndexCohort StudiesYoung AdultEndocrinologyBehavior TherapyRisk FactorsInternal medicineSeverity of illnessmedicineHumansSingle-Blind MethodObesityAgedNutrition and Dieteticsbusiness.industryAge FactorsMiddle AgedStepwise regressionmedicine.diseaseObesitySurgeryItalyIntima-media thicknessobesity treatment carotid intima-media thicknessCohortFemalemedicine.symptomTunica IntimaTunica MediabusinessWeight gainBody mass indexFollow-Up StudiesCohort study
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Lower limb muscle weakness predicts use of a multiple- versus single-step strategy to recover from forward loss of balance in older adults.

2012

BACKGROUND: Older adults compared with young adults have reduced strength and balance recovery ability. The purpose of the present study was to investigate whether age, sex, and/or lower limb strength predicted the stepping strategy used to recover from a forward loss of balance. METHODS: Ninety-five, community-dwelling, older adults, aged 65-90 years, participated in the study. Loss of balance was induced by releasing participants from a static forward lean. Participants performed four trials at three initial lean magnitudes and were subsequently classified as using a single- or multiple-step strategy. Isometric strength of the ankle, knee, and hip joint flexors and extensors was assessed …

AdultMalemedicine.medical_specialtyAgingMovementPoison controlIsometric exerciseLogistic regressionRisk AssessmentPhysical medicine and rehabilitationSex FactorsPredictive Value of TestsmedicineOdds RatioReaction TimeHumansProspective StudiesMuscle SkeletalPostural BalanceBalance (ability)AgedAged 80 and overAnalysis of VarianceMuscle Weaknessbusiness.industryLower limb muscle weaknessAge FactorsMuscle weaknessStepwise regressionmedicine.anatomical_structureLogistic ModelsLower ExtremitySensation DisordersPhysical therapyAccidental FallsFemaleGeriatrics and Gerontologymedicine.symptomAnklebusinessThe journals of gerontology. Series A, Biological sciences and medical sciences
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Predictors of functional outcome after a manic episode.

2015

Abstract Background The identification of functional outcome predictors after acute episodes of bipolar disorders (BD) may allow designing appropriate treatment aiming at restoring psychosocial functioning. Our objective was to identify the best functional outcome predictors at a 6-month follow-up after an index manic episode. Methods We conducted a naturalistic trial (MANACOR) focusing on the global burden of BD, with special emphasis on manic episode-associated costs. We observed patients with BD seen in services of four hospitals in Catalonia (Spain).The total sample included 169 patients with chronic DSM-IV-TR BD I suffering from an acute manic episode who were followed-up for 6 months.…

AdultMalemedicine.medical_specialtyBipolar DisorderBody Mass IndexRecurrenceInternal medicinemedicineHumansBipolar disorderPsychiatryRetrospective StudiesStepwise regressionmedicine.diseaseOutcome (probability)Psychiatry and Mental healthClinical PsychologyTreatment OutcomeSocioeconomic FactorsSpainTreatment strategyFemalePredictive variablesPsychologyPsychosocialBody mass indexFollow-Up StudiesJournal of affective disorders
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Predictor variables of performance in recreational male long-distance inline skaters.

2011

We investigated the associations between selected anthropometric and training characteristics with race time in 84 recreational male long-distance inline skaters at the longest inline marathon in Europe, the 'Inline One-eleven' over 111 km in Switzerland, using bi- and multivariate analysis. The mean (s) race time was 264 (41) min. The bivariate analysis showed that age (r = 0.30), body mass (r = 0.42), body mass index (r = 0.35), circumference of upper arm (r = 0.32), circumference of thigh (r = 0.29), circumference of calf (r = 0.38), skin-fold of thigh (r = 0.22), skin-fold of calf (r = 0.27), the sum of skin-folds (r = 0.43), percent body fat (r = 0.45), duration per training unit in in…

AdultMalemedicine.medical_specialtyCompetitive BehaviorBODY-COMPOSITIONsportsSWIMMING PERFORMANCEPhysical ExertionPhysical Therapy Sports Therapy and RehabilitationInline skatingSWIMMERSPredictor variables030204 cardiovascular system & hematologyAthletic Performance03 medical and health sciences0302 clinical medicineAnimal scienceMedicineHumansOrthopedics and Sports MedicineBody Weights and MeasuresUltra endurance2. Zero hungerPhysical Education and Trainingbusiness.industry[SCCO.NEUR]Cognitive science/NeuroscienceRACE PERFORMANCEAge Factors030229 sport sciencesStepwise regressionAnthropometryMiddle AgedCircumferenceMARATHON PERFORMANCESurgeryTRAINING VOLUMETIMESkating[ SCCO.NEUR ] Cognitive science/NeuroscienceRUNNERSMultivariate Analysissports.sportBody CompositionRecreationRegression AnalysisUPPER ARMRUNNING PERFORMANCEbusinessBody mass indexJournal of sports sciences
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Angiopoietin 2 and Neuropeptide Y are Associated with Diabetic Kidney Disease in Type 1 Diabetes Mellitus

2020

Abstract Background Serum angiopoietin 2 levels have been associated with endothelial dysfunction and diabetic kidney disease. Derangements in autonomous nervous system lead to increased production of vasoconstrictory and angiogenic mediators such as norepinephrine and neuropeptide Y and are associated with increased risk of microvascular complications. Aim To investigate associations between angiopoietin 2, neuropeptide Y and diabetic kidney disease in patients with type 1 diabetes mellitus. Methods 289 patients with type 1 diabetes mellitus duration > 1 year were included. Patients were stratified according to presence of diabetic nephropathy (macroalbuminuria, estimated glomerular fil…

AdultMalemedicine.medical_specialtyEndocrinology Diabetes and MetabolismRenal functionDiseaseAngiopoietin-2Norepinephrine (medication)Diabetic nephropathyEndocrinologyInternal medicineInternal MedicinemedicineHumansDiabetic NephropathiesNeuropeptide YEndothelial dysfunctionType 1 diabetesbusiness.industryGeneral MedicineStepwise regressionmedicine.diseaseNeuropeptide Y receptorDiabetes Mellitus Type 1EndocrinologyHypertensionFemalebusinessBiomarkersGlomerular Filtration Ratemedicine.drugExperimental and Clinical Endocrinology & Diabetes
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Selected Predictors of the Sense of Intimacy in Relationships of Young Adults

2019

The main research objective of this study was seeking the predictive role of closeness to parents, attachment, identity style, identity commitment, type of relationship, and having children in intimacy among young women and men. Many studies indicate differences in the level of engagement, communication, and satisfaction in relationships. The study group comprised 227 people, including 114 women (M = 29.99

AdultMalesatisfaction in relationshipsSexual BehaviorHealth Toxicology and MutagenesisClosenessStepwise regression analysisIdentity (social science)050109 social psychologyPersonal SatisfactionintimacyArticleDevelopmental psychologyStyle (sociolinguistics)Young AdultInterpersonal relationshipSurveys and QuestionnairesHumansInterpersonal Relations0501 psychology and cognitive sciencesYoung adultclosenesscommunication05 social sciencesPublic Health Environmental and Occupational HealthFamily lifeSexual PartnersScale (social sciences)FemaleFamily RelationsPsychology050104 developmental & child psychologyengagementInternational Journal of Environmental Research and Public Health
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How to predict a high rate of inappropriateness for upper endoscopy in an endoscopic centre?

2010

Abstract BACKGROUND: Inappropriateness of upper endoscopy (EGD) indication causes decreased diagnostic yield. Our aim of was to identify predictors of appropriateness rate for EGD among endoscopic centres. METHODS: A post-hoc analysis of two multicentre cross-sectional studies, including 6270 and 8252 patients consecutively referred to EGD in 44 (group A) and 55 (group B) endoscopic Italian centres in 2003 and 2007, respectively, was performed. A multiple forward stepwise regression was applied to group A, and independently validated in group B. A <70% threshold was adopted to define inadequate appropriateness rate clustered by centre. RESULTS: discrete variability of clustered appropriaten…

AdultPediatricsmedicine.medical_specialtyappropriatnessGroup BUpper Gastrointestinal TractAge DistributionMedicineHumansAppropriatenessEndoscopy Digestive SystemendoscopyReferral and ConsultationRetrospective StudiesUltrasonographySettore MED/12 - GastroenterologiaHepatologybusiness.industryPatient SelectionUpper endoscopyupper endoscopy; appropriatness; endoscopyGastroenterologyRetrospective cohort studyStepwise regressionMiddle AgedAppropriateness Upper endoscopySettore MED/18 - Chirurgia GeneraleAppropriateness; Upper endoscopyItalyROC CurveUpper endoscopyPractice Guidelines as TopicAge distributionbusiness
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Gully erosion susceptibility assessment by means of GIS-based logistic regression: A case of Sicily (Italy)

2014

article i nfo Article history: This research aims at characterizing susceptibility conditions to gully erosion by means of GIS and multivariate statistical analysis. The study area is a 9.5 km 2 river catchment in central-northern Sicily, where agriculture ac- tivities are limited by intense erosion. By means of field surveys and interpretation of aerial images, we prepared a digitalmap of thespatial distribution of 260 gulliesinthestudy area.Inaddition,fromavailable thematicmaps, a 5 m cell size digital elevation model and field checks, we derived 27 environmental attributes that describe the variability of lithology, land use, topography and road position. These attributes were selected f…

Aerial surveyCalibration (statistics)Settore GEO/04 - Geografia Fisica E GeomorfologiaLogistic regressionErosion susceptibilityRegression analysisStepwise regressionGISLogistic regressionROC curveGully erosionAerial photographyErosionDigital elevation modelGully erosion; GIS; Stochastic Modeling; SiciliaSicilySettore GEO/05 - Geologia ApplicataCartographyGeologyEarth-Surface Processes
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Are You Able to Trust Me? Analysis of the Relationships Between Personality Traits and the Assessment of Attractiveness and Trust

2021

Behavioral and neuroimaging studies show that people trust and collaborate with others based on a quick assessment of the facial appearance. Based on the morphological characteristics of the face, i.e., features, shape, or color, it is possible to determine health, attractiveness, trust, and some personality traits. The study attempts to indicate the features influencing the perception of attractiveness and trust. In order to select individual factors, a model of backward stepwise logistic regression was used, analyzing the results of the psychological tests and the attractiveness and trust survey. Statistical analysis made it possible to select the most important personality traits related…

Attractivenessmedia_common.quotation_subjectNeurosciences. Biological psychiatry. Neuropsychiatryregress algorithm050105 experimental psychologycredibility03 medical and health sciencesBehavioral Neuroscience0302 clinical medicinePerceptionCredibility0501 psychology and cognitive sciencesPsychological testingStatistical analysisBig Five personality traitshealth care economics and organizationsBiological PsychiatryOriginal Researchmedia_commontrust and reputation managementtrust and distrust05 social sciencesHuman NeuroscienceStepwise regressionPsychiatry and Mental healthFacial appearancemachine learningNeuropsychology and Physiological PsychologyNeurologyPsychologySocial psychology030217 neurology & neurosurgeryRC321-571Frontiers in Human Neuroscience
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Predictors for early readmission after COPD exacerbation

2019

Aim: Identify predictors for early readmission in patients with COPD and severe exacerbation. Material and methods: Prospective study (July 2017-June 2018) that included all patients hospitalized for an acute exacerbations of COPD. Demographic date, clinical and spirometric parameters, arterial blood gases, length of stay, and evolutive parameters were collected. We used univariate and multivariate statistical techniques to identify risks for readmission. Results: 278 consecutive patients were enrolled. During the follow-up 31 (11%) patients were admitted within 30 days of discharge (early readmission). Univariate analysis showed that FEV1 (p=0.02), FEV1 (%) (p=0.01), total dose of steroids…

COPDUnivariate analysismedicine.medical_specialtyMultivariate analysisExacerbationmedicine.diagnostic_testbusiness.industryStepwise regressionmedicine.diseaseInternal medicineMedicineArterial bloodProspective cohort studybusinessChest radiographMonitoring airway disease
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