Search results for "Logistic regression"

showing 10 items of 835 documents

Tracking and Changes in Daily Step Counts among Finnish Adults

2021

Purpose This study aimed to investigate the tracking and changes of steps per day in adults and their determinants over 13 yr. Methods A total of 2195 subjects (1236 women) 30-45 yr of age were randomly recruited from the ongoing Cardiovascular Risk in Young Finns Study in 2007 and were followed up in 2020. Steps per day, including both total and aerobic steps per day, were monitored for seven consecutive days with a pedometer in 2007-2008 and 2011-2012 and with an accelerometer in 2018-2020. Tracking was analyzed using Spearman's correlation. Stability and changes of steps per day over time in both low-active and high-active groups (based on median values) were described by percentage agre…

MaleDEVICESEpidemiologyPhysical Therapy Sports Therapy and RehabilitationpitkittäistutkimusADULTHOODFitness TrackersWalkingLogistic regressionBody Mass Index3123 Gynaecology and paediatricsMedicineHumansOrthopedics and Sports MedicineAMBULATORY ACTIVITYLongitudinal StudiesaskelmittaritaikuisetFinlandMULTILEVEL ANALYSISSTABILITYbusiness.industryFemale sexAge cohortsMiddle AgedActigraphy3142 Public health care science environmental and occupational healthPedometerAmbulatoryFemalebusinessLinear growthBody mass indexAGE COHORTSfyysinen aktiivisuusDemographyMedicine and Science in Sports and Exercise
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Comparison of Epithor clinical national database and medico-administrative database to identify the influence of case-mix on the estimation of hospit…

2019

BackgroundThe national Epithor database was initiated in 2003 in France. Fifteen years on, a quality assessment of the recorded data seemed necessary. This study examines the completeness of the data recorded in Epithor through a comparison with the French PMSI database, which is the national medico-administrative reference database. The aim of this study was to demonstrate the influence of data quality with respect to identifying 30-day mortality hospital outliers.MethodsWe used each hospital's individual FINESS code to compare the number of pulmonary resections and deaths recorded in Epithor to the figures found in the PMSI. Centers were classified into either the good-quality data (GQD) …

MaleDatabases FactualOutliers DRGPulmonologyCancer Treatment030204 cardiovascular system & hematologyLogistic regressionHealth administration0302 clinical medicineHospital AdministrationInterquartile rangeMedicine and Health SciencesMedicineHospital MortalityRespiratory System ProceduresMultidisciplinaryMortality rateQRRegression analysisHospitals3. Good healthSurgical OncologyOncologyMedicineFemaleRisk AdjustmentLung ResectionResearch ArticleClinical OncologyDeath RatesScienceSurgical and Invasive Medical Procedures03 medical and health sciencesCase mix indexPopulation MetricsHumansDiagnosis-Related GroupsPopulation BiologySurgical Resectionbusiness.industryBiology and Life SciencesModels TheoreticalHealth CareStandardized mortality ratioLogistic ModelsDyspnea030228 respiratory systemHealth Care Facilities[SDV.SPEE] Life Sciences [q-bio]/Santé publique et épidémiologieData quality[SDV.SPEE]Life Sciences [q-bio]/Santé publique et épidémiologieClinical MedicinebusinessDemography
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Food Insecurity Is Associated with Mild Cognitive Impairment among Middle-Aged and Older Adults in South Africa:Findings from a Nationally Representa…

2019

There are no studies on the association between food insecurity and mild cognitive impairment (MCI). Thus, cross-sectional, community-based data on individuals aged &ge

MaleEpidemiologyLogistic regressionFood SupplySouth Africa0302 clinical medicineRisk FactorsSurveys and QuestionnairesEpidemiologyPrevalenceMedicine030212 general & internal medicineBRAINCognitive impairmentRISK2. Zero hungerNutrition and DieteticsDEMENTIAConfounding1. No povertyMiddle AgedDEPRESSIONPREVALENCEALZHEIMERS-DISEASEFood insecurityFemalelcsh:Nutrition. Foods and food supplyLife Sciences & Biomedicinemedicine.medical_specialtyMedicinaPERCEIVED STRESSlcsh:TX341-641ArticleWorld healthOdds03 medical and health sciencesPEOPLEEnvironmental healthHumansDementiaCognitive DysfunctionAgedDECLINEScience & TechnologyNutrition & DieteticsFood insecuritybusiness.industryMild cognitive impairmentmedicine.diseaseCross-Sectional StudiesLogistic ModelsPHYSICAL-ACTIVITYMultivariate Analysisbusiness030217 neurology & neurosurgeryFood Science
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Polygenic Score for Physical Activity Is Associated with Multiple Common Diseases

2021

Supplemental digital content is available in the text.

MaleEpidemiologyPhysical fitnessType 2 diabetesDiseaseLogistic regressionTYPE 2 DIABETESOrthopedics and Sports Medicine315 Sport and fitness sciencesPREDICTORSChildkohorttitutkimusFinlandAged 80 and oversairastavuusHERITABILITYGenetic PleiotropyriskitekijätMiddle AgedCardiovascular DiseasesChild PreschoolCohortComputingMethodologies_DOCUMENTANDTEXTPROCESSINGFemaleSMOKINGgeneettiset tekijätfyysinen aktiivisuusAdultGenetic Markerskuolleisuusmedicine.medical_specialtyAdolescentGenotypePhysical Therapy Sports Therapy and RehabilitationEXERCISEpitkittäistutkimusLower riskRisk AssessmentYoung AdultMetabolic DiseasesInternal medicineClinical Decision RulesBENEFITSmedicineHumansAgedbusiness.industryRISK SCORESCardiometabolic Risk FactorsInfantOdds ratiomedicine.diseaseGENEBODY-MASS INDEXLogistic ModelsCase-Control StudiesLinear Modelssydän- ja verisuonitauditbusinessBody mass indexGenome-Wide Association Study
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Patterns of transmitted HIV drug resistance in Europe vary by risk group

2014

BACKGROUND: In Europe, a continuous programme (SPREAD) has been in place for ten years to study transmission of drug resistant HIV. We analysed time trends of transmitted drug resistance mutations (TDRM) in relation to the risk behaviour reported. METHODS: HIV-1 patients newly diagnosed in 27 countries from 2002 through 2007 were included. Inclusion was representative for risk group and geographical distribution in the participating countries in Europe. Trends over time were calculated by logistic regression. RESULTS: From the 4317 patients included, the majority was men-having-sex-with-men -MSM (2084, 48%), followed by heterosexuals (1501, 35%) and injection drug users (IDU) (355, 8%). MSM…

MaleEpidemiologygenotypeHuman immunodeficiency virus 1HIV InfectionsRNA directed DNA polymerase inhibitorhigh risk patientLogistic regressionSettore MED/42 - Igiene Generale E ApplicataMen who have sex with men0302 clinical medicineImmunodeficiency Virusesmiddle agedstatistics and numerical data10. No inequalitySubstance Abuse Intravenous0303 health sciencesadulttransmissionvirus diseasesvirus transmissionhighly active antiretroviral therapyHIV immunopathogenesis3. Good healthMedical MicrobiologyViral Pathogenshigh risk behaviorMedicineScience & Technology - Other TopicsPOPULATIONShealth programanti human immunodeficiency virus agentUSERSmedicine.medical_specialtyScienceSexual BehaviorImmunologySexually Transmitted Diseasesintravenous drug abuse-Microbiology03 medical and health sciencesAntibiotic resistanceSDG 3 - Good Health and Well-beingHuman immunodeficiency virus infectionproteinase inhibitorHumansProtease InhibitorshumanHeterosexualityMicrobial PathogensseroconversionMedicine and health sciencesScience & TechnologyGenitourinary InfectionsMUTATIONSVirologymajor clinical studyLogistic Modelstransmitted drug resistance mutationHeterosexualityHIV-1Viral Diseases:Medical sciences: 700::Basic medical dental and veterinary sciences: 710::Medical immunology: 716 [VDP]drug responsemen who have sex with menDrug resistanceClinical immunologygeographyAPPEARANCEmale homosexualityMedizinische Fakultätimmune system diseasesEpidemiologyINFECTIONMedicine and Health Sciencessubstance abuse030212 general & internal medicineriskMultidisciplinaryACTIVE ANTIRETROVIRAL THERAPYTransmission (medicine)virus mutationQRarticleObstetrics and GynecologyHIV diagnosis and managementMiddle AgedvirologyMultidisciplinary SciencesEuropeInfectious Diseasesfemale:Medisinske fag: 700::Basale medisinske odontologiske og veterinærmedisinske fag: 710::Medisinsk immunologi: 716 [VDP]Reverse Transcriptase InhibitorsHIV clinical manifestationsFemaleepidemiologyblood samplingHIV drug resistanceResearch ArticleAdultRiskrisk-groupAnti-HIV AgentsUrologyprevalenceInfectious Disease Epidemiologysexual behaviorRisk-Takingmaleantiviral resistanceInternal medicineDrug Resistance Viralmedicinecontrolled studyddc:610Homosexuality Male030304 developmental biologydrug resistanceBiology and life sciencesbusiness.industrystatistical modelHIVCD4 lymphocyte countheterosexualitynonnucleoside reverse transcriptase inhibitorHuman immunodeficiency virus 1 infectionDiagnostic medicineINDIVIDUALSdrug effectsWomen's Healthbusinesstrend study
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Prevalence of depressive symptoms among Italian medical students: The multicentre cross-sectional "PRIMES" study.

2020

Background Four percent of the world’s population suffers from depression, which is a major public health issue. Medical students are at risk, as their depressive symptoms (DS) prevalence is reported to be approximately 27% worldwide. Since few data on Italian medical students exist, this study aimed to estimate their DS prevalence and assess risk and protective factors. Methods The PRIMES was a multicentre cross-sectional study performed in 12 Italian medical schools. Questionnaires were self-reported and included 30 sociodemographic items and the Beck Depression Inventory-II (BDI-II). The primary outcome was the presence of DS (BDI-II score≥14). The main analyses were chi-squared tests an…

MaleEuropean PeopleStudents Medical020205 medical informaticsEconomicsphysiciansCross-sectional studySocial SciencesSex Factor02 engineering and technologyLogistic regressionmedicalSeverity of Illness IndexGeographical locations0302 clinical medicineSociologyRisk FactorsSurveys and QuestionnairesMedicine and Health Sciences0202 electrical engineering electronic engineering information engineeringEconomic StatusEthnicitiesSurveys and QuestionnaireMedicineAge Factor030212 general & internal medicineYoung adultSchools MedicalDepression (differential diagnoses)education.field_of_studySchoolsMultidisciplinaryCareersstudentsDepressionQAge FactorsREconomic StatuSports ScienceItalian PeopleEuropeItalyMedicineFemalephysician burnoutResearch ArticleHumanEmploymentAdultmedicine.medical_specialtyLogistic ModelSexual BehaviorSciencePopulationeducationAdult; Age Factors; Cross-Sectional Studies; Depression; Economic Status; Female; Humans; Italy; Logistic Models; Male; Risk Factors; Schools Medical; Self Report; Severity of Illness Index; Sex Factors; Sexual Behavior; Students Medical; Surveys and Questionnaires; Young AdultEducationYoung Adult03 medical and health sciencesSex FactorsMental Health and PsychiatrySeverity of illnessHumansEuropean UnionSports and Exercise MedicineeducationSocioeconomic statusAdult Age Factors Cross-Sectional Studies Depression Economic Status Female Humans Italy Logistic Models Male Risk Factors Schools Medical Self Report Severity of Illness Index Sex Factors Sexual Behavior Students Medical Surveys and Questionnaires Young AdultCross-Sectional StudieMood Disordersbusiness.industryRisk FactorPublic healthBiology and Life SciencesCross-Sectional StudiesLogistic ModelsMedical EducationLabor EconomicsFamily medicinePopulation Groupingsphysicians; students; medical; physician burnoutSelf ReportPeople and placesbusinessMedical HumanitiesPLoS ONE
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Fruit and vegetable consumption and sarcopenia among older adults in low- and middle-income countries

2020

Fruit and vegetable consumption may protect against sarcopenia but there are no studies on this topic from low- and middle-income countries (LMICs). Thus, we assessed this association among older adults from six LMICs. Community-based cross-sectional data of the Study on Global Aging and Adult Health were analyzed. Sarcopenia was defined as the presence of low skeletal muscle mass based on indirect population formula, and either slow gait or low handgrip strength. Quintiles of vegetable and fruit consumption were created based on the number of servings consumed on a typical day. Multivariable logistic regression analysis was conducted. The sample consisted of 14,585 individuals aged &ge

MaleFuture studiesLogistic regressionPersones gransolder peopleEating0302 clinical medicineVegetablesvegetablefruit low- and middle-income countries older people sarcopenia vegetablelow- and middle-income countries030212 general & internal medicineAged 80 and over2. Zero hungereducation.field_of_studyNutrition and DieteticsHand StrengthSmokingAge Factors3. Good healthIncomeFemalelcsh:Nutrition. Foods and food supplyAlcohol DrinkingPopulationlcsh:TX341-641030209 endocrinology & metabolismArticleOddssarcopenia03 medical and health sciencesSex FactorsmedicineHumanseducationDeveloping CountriesExercisePovertyHortalissesAdult healthAgedConsumption (economics)business.industryLow‐ and middle‐income countriesfruitmedicine.diseaseFruitaCross-Sectional StudiesLow and middle income countriesFruitSarcopeniaOlder peoplebusiness[SDV.AEN]Life Sciences [q-bio]/Food and Nutritionhuman activitiesFood ScienceDemography
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Perceived and objective entrance-related environmental barriers and daily out-of-home mobility in community-dwelling older people

2017

Abstract Purpose We studied whether entrance-related environmental barriers, perceived and objectively recorded, were associated with moving out-of-home daily in older people with and without limitations in lower extremity performance. Methods Cross-sectional analyses of the “Life-space mobility in old age” cohort including 848 community-dwelling 75–90-year-old of central Finland. Participants reported their frequency of moving out-of-home (daily vs. 0–6 times/week) and perceived entrance-related environmental barriers (yes/no). Lower extremity performance was assessed (Short Physical Performance Battery) and categorized as poorer (score 0–9) or good (score 10–12). Environmental barriers at…

MaleGerontologyAgingHealth (social science)Activities of daily livingympäristöCross-sectional studyphysical activityEnvironmentMotor ActivityLogistic regressionOdds03 medical and health sciencesOutdoor mobility0302 clinical medicineSurveys and QuestionnairesActivities of Daily LivingHumansMedicine030212 general & internal medicineOther Health SciencesMobility LimitationGeriatric AssessmenthousingFinlandAgedAged 80 and overPhysical activitybusiness.industryLonelinessta3141Architectural AccessibilityLonelinessta3142Mobility limitationHousing for the ElderlyCross-Sectional StudiesCohortHousingFemaleHousing for the ElderlyGeriatrics and Gerontologymedicine.symptombusinessOlder peopleGerontologyoutdoor mobility030217 neurology & neurosurgeryFollow-Up StudiesArchives of Gerontology and Geriatrics
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Multimorbidity increases the risk for sarcopenia onset: Longitudinal analyses from the English Longitudinal Study of Ageing.

2021

Background-\ud \ud Cross-sectional studies have demonstrated that multimorbidity is associated with sarcopenia. However, to date, this association has not been extensively investigated longitudinally. Therefore, the aim of the present paper was to explore the association between multimorbidity at baseline and sarcopenia onset over 12 years of follow-up in a large representative sample of the English older adult population.\ud \ud Methods-\ud \ud Representative data from the English Longitudinal Study of Ageing (ELSA) were analyzed. Multimorbidity at baseline was defined as ≥2 medical conditions, of 17 conditions included. Participants were considered to have sarcopenia if they had low handg…

MaleGerontologyAgingLongitudinal studySarcopeniaEpidemiologyPopulationComorbidityLogistic regressionELSABiochemistryEndocrinologyGeneticsmedicineHumansMass indexLongitudinal StudieseducationMolecular BiologyAgededucation.field_of_studyHand Strengthbusiness.industryConfoundingCohortMultimorbidityCell Biologymedicine.diseaseComorbidityAgeing; Cohort; Comorbidity; ELSA; Epidemiology; Multimorbidity; Older adults; Prospective; Sarcopenia; Aged; Aging; Cross-Sectional Studies; Female; Hand Strength; Humans; Longitudinal Studies; Male; Multimorbidity; Sarcopeniabody regionsAgeing Cohort Comorbidity ELSA Epidemiology Multimorbidity Older adults Prospective Sarcopenia Aged Aging Cross-Sectional Studies Female Hand Strength Humans Longitudinal Studies Male Multimorbidity SarcopeniaAgeingProspectiveCross-Sectional StudiesSarcopeniaOlder adultsCohortFemalebusinesshuman activities
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Association between Frailty and Dementia: A Population-Based Study

2013

<b><i>Background:</i></b> Frailty is commonly considered as a syndrome with several symptoms, including weight loss, exhaustion, weakness, slow walking speed and physical inactivity. It has been suggested that cognitive impairment should be included in the frailty index, however the association between frailty and cognition has not yet been fully established. <b><i>Objective:</i></b> To investigate cross-sectionally whether frailty is associated with cognitive impairment or clinically diagnosed dementia in older people. <b><i>Methods:</i></b> The study included a total of<b> </b>654 persons aged 76-100 years…

MaleGerontologyAgingWeaknessmedicine.medical_specialtyMultivariate analysisCross-sectional studyFrail ElderlyLogistic regressionRisk FactorsEpidemiologymedicineHumansDementiaFinlandAgedAged 80 and overbusiness.industryta3141Cognitionta3142medicine.diseasePreferred walking speedCross-Sectional StudiesLogistic ModelsMultivariate AnalysisPhysical therapyDementiaFemaleGeriatrics and Gerontologymedicine.symptomMental Status SchedulebusinessGerontology
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