Search results for "Logistic"

showing 10 items of 1810 documents

Development of Burnout Syndrome in Non-university Teachers: Influence of Demand and Resource Variables.

2021

Psychosocial risks at work are an important occupational problem since they can have an impact on workers' health, productivity, absenteeism, and company profits. Among their consequences, burnout stands out for its prevalence and associated consequences. This problem is particularly noteworthy in the case of teachers. The aim of the study was to analyze the influence of some psychosocial factors (demand and resource variables) and risks in burnout development, taking into consideration the levels of burnout according to the Spanish Burnout Inventory (SBI). This paper contributes to advancing knowledge on this issue by analyzing the influence of work characteristics and personal characteris…

media_common.quotation_subjectlcsh:BF1-990BurnoutLogistic regressionfeelings of guiltSocial supportemotional labor0502 economics and businessPsychologyGeneral Psychologymedia_commonOriginal Researchjob stressteachersburnout05 social sciences050301 educationpsychosocial risks at workEmotional laborlcsh:PsychologyNegative relationshipAbsenteeismPsychology0503 educationPsychosocial050203 business & managementAutonomyClinical psychologyFrontiers in psychology
researchProduct

Persistent traffic offenders. Alcohol consumption and personality as predictors of driving disqualification

2019

espanolLa seguridad vial es un importante problema social. Muchos accidentes se deben al incumplimiento de las normas de trafico. Las infracciones graves o reiteradas se sancionan por la via administrativa o judicial y en ambos casos las sanciones pueden suponer la perdida del permiso de conducir. Este articulo explora la relevancia del alcohol y la personalidad como factores predictivos. El objetivo del estudio es determinar si el comportamiento delictivo de los infractores persistentes esta relacionado con sus caracteristicas de personalidad y patrones de consumo de alcohol. Se utilizo una muestra de 358 conductores: 232 infractores persistentes, a los que les habia sido retirado el carne…

media_common.quotation_subjectlcsh:BF1-990Penalty points system03 medical and health sciences0302 clinical medicinePersonality factors0502 economics and businessPersonalityAlcohol consumptionStatistical analysis030212 general & internal medicinelcsh:K5000-5582Driving disqualificationApplied Psychologymedia_common050210 logistics & transportationGroup membershipSeguretat viàriaWelfare economics05 social sciencesTraffic offendersTraffic safetyPersonality factorslcsh:PsychologyPsicologialcsh:Criminal law and procedurePsychologyLawAlcohol consumption
researchProduct

Satisfaction and loyalty in B2B relationships in the freight forwarding industry: adding perceived value and service quality into equation

2018

This paper focuses on analysing the determinants of satisfaction (service quality, perceived value), as well as its possible influence on customer loyalty of freight forwarders to freight transport service providers (by road/maritime/air) in Spain. To this end, we propose a causal model tested using information from 205 freight forwarders collected through personal interviews. The model was estimated using the Partial Least Squares (PLS) approach. Moreover, the existence of differences in the perceptions on the analysed variables between transport modes is tested through ANOVA. Results show that service quality has an influence on customer satisfaction, both directly, as well as through per…

media_common.quotation_subjectservice qualityLoyalty business modelgoods transportationcarrier0502 economics and businessLoyaltyMarketingperceived valuemedia_common050210 logistics & transportationService qualityTA1001-1280Supply chain managementbusiness.industryMechanical EngineeringQuality of service05 social sciencesService providerTransportation engineeringFreight forwarderAutomotive EngineeringCustomer satisfactionfreight forwarderbusiness050203 business & managementB2B loyaltyTransport
researchProduct

HEMATOLOGICAL VARIABILITY ANALYSIS AFTER ROAD MARATHON VS ULTRATRAIL. PREDICTIVE FACTORS

2020

The practice of long- and medium-distance races has exponentially increased the number of participants in recent years. They are carried out under extreme conditions that cause both biochemical and anthropometric changes in athletes and, in addition, have serious risks associated, such as dehydration, thermal disorders, or hypoglycemia. Knowledge regarding alterations at hematological level after this type of effort is limited. The objectives of this pre-post analytical descriptive observational study were: to describe and compare hematological values in amateur runners pre and post road marathon and ultratrail races, and to compare the hematological parameters between the groups in the two…

medicine.diagnostic_testWilcoxon signed-rank testbusiness.industrywhite blood cellsrunning; red blood cells; white blood cells; hematological changes; efforthematological changesUnivariatePhysical Therapy Sports Therapy and RehabilitationHematocritAnthropometryeffortLogistic regressionStatistical significancemedicineMann–Whitney U testrunningObservational studybusinesshuman activitiesDemographyred blood cellsKinesiology
researchProduct

Towards data-driven medical imaging using natural language processing in patients with suspected urolithiasis.

2020

Abstract Objective The majority of radiological reports are still written as free text and lack structure. Further evaluation of free-text reports is difficult to achieve without a great deal of manual effort, and is not possible in everyday clinical practice. This study aims to automatically capture clinical information and positive hit rates from narrative radiological reports of suspected urolithiasis using natural language processing (NLP). Methods Narrative reports of low dose computed tomography (CT) of the retroperitoneum from April 2016 to July 2018 (n = 1714) were analyzed using NLP. These free-text reports were automatically structured based on RadLex concepts. Manual feedback was…

medicine.medical_specialty020205 medical informaticsHealth Informatics02 engineering and technologycomputer.software_genreLogistic regression03 medical and health sciences0302 clinical medicineUreterUrolithiasisEpidemiology0202 electrical engineering electronic engineering information engineeringmedicineMedical imagingHumansIn patient030212 general & internal medicineObstructive uropathyNatural Language ProcessingRetrospective StudiesElectronic Data Processingbusiness.industrymedicine.diseaseTest (assessment)medicine.anatomical_structureRadiological weaponArtificial intelligencebusinessTomography X-Ray ComputedcomputerNatural language processingAlgorithmsInternational journal of medical informatics
researchProduct

Severity of irritable bowel syndrome in patients with temporomandibular disorders: A case-control study

2019

Background To assess the risk and severity of IBS in a population of TMD patients. Material and Methods Subjects for the study group were recruited from patients attending the Dental Clinic. Health controls (HC) were recruited among patients' friends and clinic staff. All subjects filled in the RDC/TMD questionnaire and the ROME III questionnaire for the diagnosis of IBS. The IBS Severity Scoring System (IBS-SSS) was used to evaluate the severity of each case of IBS. Categorical variables were compared through the Chi square test. The risk of having abdominal pain was analysed using logistic regression. Results Twenty-two (46.8%) cases of IBS were diagnosed among TMD patients, whereas only …

medicine.medical_specialtyAbdominal painScoring systemcase-control studyPopulationTemporomandibular disordersLogistic regressionNO03 medical and health sciences0302 clinical medicineInternal medicinemedicineChi-square testTemporomandibular disorders irritable bowel syndrome facial pain case-control studyIn patienteducationGeneral DentistryIrritable bowel syndromeirritable bowel syndromeeducation.field_of_studyOral Medicine and Pathologybusiness.industryResearchCase-control studymedicine.disease:CIENCIAS MÉDICAS [UNESCO]Case-control study; Facial pain; Irritable bowel syndrome; Temporomandibular disordersstomatognathic diseasesUNESCO::CIENCIAS MÉDICAS030211 gastroenterology & hepatologymedicine.symptomfacial painbusiness030217 neurology & neurosurgery
researchProduct

Interpersonal Violence and Health in Female University Students in Spain

2016

BACKGROUND: Most studies address the health impact of violence by an intimate partner; therefore, violence exerted by someone other than a partner in university students and its health effects are less known. PURPOSE: This study aims to analyze the effect of different forms of interpersonal violence on female university students' health. DESIGN: Women 18 to 25 years of age enrolled at two schools of the University of Valencia in the academic year 2013-2014 (N = 540) were selected, with a participation rate of 82%. Students were grouped as follows: no lifetime violence, violence by an intimate partner (IPV), other personal violence (OPV), and by both (IPV and OPV). Adjusted logistical regres…

medicine.medical_specialtyAcademic yearbusiness.industryeducation05 social sciencesPoison controlHuman factors and ergonomicsOdds ratioLogistic regressionSuicide preventionOccupational safety and health03 medical and health sciences0302 clinical medicineInjury preventionmedicine0501 psychology and cognitive sciences030212 general & internal medicinePsychiatrybusinessGeneral Nursing050104 developmental & child psychologyClinical psychologyJournal of Nursing Scholarship
researchProduct

Is neural network better than logistic regression in death prediction in patients after ST-segment elevation myocardial infarction?

2021

Background: There is a need to develop patient classification methods to adjust post-discharge care, improving survival after ST-segment elevation myocardial infarction (STEMI). Aims: The study aimed to determine whether a neural network (NN) is better than logistic regression (LR) in mortality prediction in STEMI patients. Material and methods: The study included patients from the Polish Registry of Acute Coronary Syndromes (PL-ACS). Patients with the first anterior STEMI treated with the primary percutaneous coronary intervention (pPCI) of the left anterior descending (LAD) artery between 2009 and 2015 and discharged alive were included in the study. Patients were randomly divided into th…

medicine.medical_specialtyAcute coronary syndromeneural networkmedicine.medical_treatmentAftercareLogistic regressionSTEMIPercutaneous Coronary InterventionRisk FactorsInternal medicinemedicineHumansST segmentIn patientMyocardial infarctionReceiver operating characteristicArtificial neural networkbusiness.industryPercutaneous coronary interventionpredictionmedicine.diseasePatient DischargeLogistic ModelsTreatment Outcomemyocardial infarctionCardiologyST Elevation Myocardial InfarctionNeural Networks ComputerCardiology and Cardiovascular MedicinebusinessKardiologia Polska
researchProduct

Prevalence of Genital Human Papilloma Virus Infection and Genotypes among Young Women in Sicily, South Italy

2008

Abstract Infection with oncogenic human papilloma virus (HPV) types is a necessary cause of cervical cancer. This study assessed the prevalence of HPV infection and genotypes among 1,006 randomly selected women, ages 18 to 24 years, living in Sicily (south Italy). The overall HPV rate was 24.1% (95% confidence interval, 21.5-26.9). The most frequent types were HPV-16 (4.5%), HPV-53 (2.7%), and HPV-84 (2.6%). The prevalence of vaccine types HPV-6, HPV-11, and HPV-18 was 1.4%, 0.1%, and 1.3%, respectively. Cytologic abnormalities were uncommon (3.1%) and associated with HPV detection (P < 0.0001). The only risk factor for HPV infection was the number of sexual partners (women with 2-3 …

medicine.medical_specialtyAdolescentGenotypeEpidemiologyYoung AdultEpidemiologymedicinePrevalenceHumansSex organYoung adultPapillomaviridaeRisk factorfemale genotype Human papillomavirusPapillomaviridaeCervical cancerChi-Square Distributionbiologybusiness.industryObstetricsPapillomavirus InfectionsHPV infectionvirus diseasesOdds ratioSexually Transmitted Diseases Viralbiology.organism_classificationmedicine.diseasefemale genital diseases and pregnancy complicationsLogistic ModelsOncologyItalyImmunologyFemalebusiness
researchProduct

Fear of falling and coexisting sensory difficulties as predictors of mobility decline in older women.

2012

BACKGROUND: Mobility decline, the coexistence of several sensory difficulties and fear of falling (FOF) are all common concerns in older people; however, knowledge about the combined effect of FOF and coexisting sensory difficulties on mobility is lacking. METHODS: Data on self-reported FOF, difficulties in hearing, vision, balance, and walking 2 km were gathered with a structured questionnaire among 434 women aged 63-76 years at baseline and after a 3-year follow-up. Logistic regression models were used for analyses. RESULTS: Every third participant reported difficulties in walking 2 km at baseline. In cross-sectional analysis, the odds ratio for difficulties in walking 2 km was higher amo…

medicine.medical_specialtyAgingActivities of daily livingPoison controlFear of fallingRisk AssessmentOddsCohort Studies03 medical and health sciences0302 clinical medicinePhysical medicine and rehabilitationPredictive Value of TestsSurveys and QuestionnairesInjury preventionActivities of Daily LivingmedicineConfidence IntervalsOdds RatioHumans030212 general & internal medicineMobility LimitationGeriatric AssessmentPostural BalanceFinlandBalance (ability)Agedbusiness.industryAge Factorsta3141Odds ratioFearMiddle AgedPrognosisDifficulty walkingCross-Sectional StudiesLogistic ModelsSensation DisordersPhysical therapyAccidental FallsFemaleGeriatrics and Gerontologymedicine.symptombusiness030217 neurology & neurosurgeryThe journals of gerontology. Series A, Biological sciences and medical sciences
researchProduct