805 resultados para varimax factor analysis
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BACKGROUND: In Switzerland, nurses are allowed to prescribe and administer morphine in emergency situations without a doctor. Still, nurses and other health professionals are often reluctant to prescribe and administer morphine for pain management in patients. No valid French-speaking instrument is available in Switzerland to assess the attitudes of nurses and other health professionals towards the prescription and administration of morphine. In this study, we evaluated the psychometric properties of the French version of the questionnaire "Attitudes towards morphine use". METHODS: The instrument was derived from an Italian version. Forward and back translations of the questionnaire were performed. Item analysis and construct validity were assessed between April and December 2010 in a cross sectional study including five Swiss hospitals in a sample of 588 health professionals (533 nurses, mean age 38.3 ± 10.2 years). Thirty subjects participated in test-retest reliability. RESULTS: The time to complete the instrument ranged between 12 and 15 minutes and neither floor nor ceiling effect were found. The initial 24-item instrument showed an intraclass correlation (ICC) of 0.69 (95% CI: 0.64 to 0.73, P < 0.001), and a Cronbach's α of 0.700. Factor analysis led to a six-component solution explaining 52.4% of the total variance. After excluding five items, the shortened version showed an ICC of 0.74 (95% CI, 0.70 to 0.77, P < 0.001) and a Cronbach's α of 0.741. Factor analysis led to a five-component solution explaining 54.3% of the total variance. The five components were named "risk of addiction/dependence"; "operational reasons for not using morphine"; "risk of escalation"; "other (non-dependence) risks" and "external (non-operational) reasons". In test-retest, the shortened instrument showed an ICC of 0.797 (95% CI, 0.630 to 0.911, P < 0.001) and a Cronbach's α of 0.797. CONCLUSIONS: The 19-item shortened instrument assessing attitudes towards the prescription and administration of morphine showed adequate content and construct validity.
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BACKGROUND: Despite the progress over recent decades in developing community mental health services internationally, many people still receive treatment and care in institutional settings. Those most likely to reside longest in these facilities have the most complex mental health problems and are at most risk of potential abuses of care and exploitation. This study aimed to develop an international, standardised toolkit to assess the quality of care in longer term hospital and community based mental health units, including the degree to which human rights, social inclusion and autonomy are promoted. METHOD: The domains of care included in the toolkit were identified from a systematic literature review, international expert Delphi exercise, and review of care standards in ten European countries. The draft toolkit comprised 154 questions for unit managers. Inter-rater reliability was tested in 202 units across ten countries at different stages of deinstitutionalisation and development of community mental health services. Exploratory factor analysis was used to corroborate the allocation of items to domains. Feedback from those using the toolkit was collected about its usefulness and ease of completion. RESULTS: The toolkit had excellent inter-rater reliability and few items with narrow spread of response. Unit managers found the content highly relevant and were able to complete it in around 90 minutes. Minimal refinement was required and the final version comprised 145 questions assessing seven domains of care. CONCLUSIONS: Triangulation of qualitative and quantitative evidence directed the development of a robust and comprehensive international quality assessment toolkit for units in highly variable socioeconomic and political contexts
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Aquest estudi analitza les pràctiques diàries, els valors socials i les actituds de la població catalana en el procés de transició cap a la societat xarxa. Analitza el comportament de les persones a Internet i fora d'Internet, investigant el paper específic dels usos d'Internet a l'hora d'influenciar pràctiques i actituds. Es basa en les respostes a una enquesta de 3.005 individus, una mostra representativa de la població catalana el 2002. L'enquesta es va fer entre el febrer i el maig del 2002, i es basava en entrevistes cara a cara a partir d'un qüestionari de 179 preguntes. Es van utilitzar fonts secundàries per a situar els resultats catalans, particularment sobre els usos d'Internet, en el context global. L'anàlisi es va completar el 2007 incorporant-hi noves dades secundàries. L'estudi va cobrir pràctiques socials de treball, comunicació, sociabilitat, usos d'espai i temps, usos d'Internet, identitat cultural, pràctica política, associacionisme i formació de projectes d'autonomia. Es van construir diversos models estadístics per a proporcionar una anàlisi causal de cada una d'aquestes àrees d'estudi. El descobriment més significatiu fa referència a la relació entre els usos d'Internet i la construcció d'autonomia per part d'actors socials. Fent servir anàlisis factorial, l'estudi va definir cinc índexs d'autonomia que eren estadísticament independents: autonomia personal, autonomia professional, autonomia comunicativa, autonomia corporal i autonomia sociopolítica. Cada un d'aquests índexs d'autonomia independents estan fortament associats amb la freqüència i la intensitat de l'ús d'Internet, i les relacions observades es mantenen quan es controlen per variables sociodemogràfiques. A partir d'aquest estudi es pot afirmar que Internet és una plataforma important per a la construcció d'autonomia en la societat xarxa. En general, la societat catalana sembla que canviï de manera similar a altres societats en transició, amb l'èmfasi afegit del paper del territori i la família a l'hora d'enfortir les relacions socials, amb la contribució positiva d'Internet a un dens patró d'interacció social.
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Aquest estudi analitza les pràctiques diàries, els valors socials i les actituds de la població catalana en el procés de transició cap a la societat xarxa. Analitza el comportament de les persones a Internet i fora d'Internet, investigant el paper específic dels usos d'Internet a l'hora d'influenciar pràctiques i actituds. Es basa en les respostes a una enquesta de 3.005 individus, una mostra representativa de la població catalana el 2002. L'enquesta es va fer entre el febrer i el maig del 2002, i es basava en entrevistes cara a cara a partir d'un qüestionari de 179 preguntes. Es van utilitzar fonts secundàries per a situar els resultats catalans, particularment sobre els usos d'Internet, en el context global. L'anàlisi es va completar el 2007 incorporant-hi noves dades secundàries. L'estudi va cobrir pràctiques socials de treball, comunicació, sociabilitat, usos d'espai i temps, usos d'Internet, identitat cultural, pràctica política, associacionisme i formació de projectes d'autonomia. Es van construir diversos models estadístics per a proporcionar una anàlisi causal de cada una d'aquestes àrees d'estudi. El descobriment més significatiu fa referència a la relació entre els usos d'Internet i la construcció d'autonomia per part d'actors socials. Fent servir anàlisis factorial, l'estudi va definir cinc índexs d'autonomia que eren estadísticament independents: autonomia personal, autonomia professional, autonomia comunicativa, autonomia corporal i autonomia sociopolítica. Cada un d'aquests índexs d'autonomia independents estan fortament associats amb la freqüència i la intensitat de l'ús d'Internet, i les relacions observades es mantenen quan es controlen per variables sociodemogràfiques. A partir d'aquest estudi es pot afirmar que Internet és una plataforma important per a la construcció d'autonomia en la societat xarxa. En general, la societat catalana sembla que canviï de manera similar a altres societats en transició, amb l'èmfasi afegit del paper del territori i la família a l'hora d'enfortir les relacions socials, amb la contribució positiva d'Internet a un dens patró d'interacció social.
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Aquest estudi analitza les pràctiques diàries, els valors socials i les actituds de la població catalana en el procés de transició cap a la societat xarxa. Analitza el comportament de les persones a Internet i fora d'Internet, investigant el paper específic dels usos d'Internet a l'hora d'influenciar pràctiques i actituds. Es basa en les respostes a una enquesta de 3.005 individus, una mostra representativa de la població catalana el 2002. L'enquesta es va fer entre el febrer i el maig del 2002, i es basava en entrevistes cara a cara a partir d'un qüestionari de 179 preguntes. Es van utilitzar fonts secundàries per a situar els resultats catalans, particularment sobre els usos d'Internet, en el context global. L'anàlisi es va completar el 2007 incorporant-hi noves dades secundàries. L'estudi va cobrir pràctiques socials de treball, comunicació, sociabilitat, usos d'espai i temps, usos d'Internet, identitat cultural, pràctica política, associacionisme i formació de projectes d'autonomia. Es van construir diversos models estadístics per a proporcionar una anàlisi causal de cada una d'aquestes àrees d'estudi. El descobriment més significatiu fa referència a la relació entre els usos d'Internet i la construcció d'autonomia per part d'actors socials. Fent servir anàlisis factorial, l'estudi va definir cinc índexs d'autonomia que eren estadísticament independents: autonomia personal, autonomia professional, autonomia comunicativa, autonomia corporal i autonomia sociopolítica. Cada un d'aquests índexs d'autonomia independents estan fortament associats amb la freqüència i la intensitat de l'ús d'Internet, i les relacions observades es mantenen quan es controlen per variables sociodemogràfiques. A partir d'aquest estudi es pot afirmar que Internet és una plataforma important per a la construcció d'autonomia en la societat xarxa. En general, la societat catalana sembla que canviï de manera similar a altres societats en transició, amb l'èmfasi afegit del paper del territori i la família a l'hora d'enfortir les relacions socials, amb la contribució positiva d'Internet a un dens patró d'interacció social.
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Aquest estudi analitza les pràctiques diàries, els valors socials i les actituds de la població catalana en el procés de transició cap a la societat xarxa. Analitza el comportament de les persones a Internet i fora d'Internet, investigant el paper específic dels usos d'Internet a l'hora d'influenciar pràctiques i actituds. Es basa en les respostes a una enquesta de 3.005 individus, una mostra representativa de la població catalana el 2002. L'enquesta es va fer entre el febrer i el maig del 2002, i es basava en entrevistes cara a cara a partir d'un qüestionari de 179 preguntes. Es van utilitzar fonts secundàries per a situar els resultats catalans, particularment sobre els usos d'Internet, en el context global. L'anàlisi es va completar el 2007 incorporant-hi noves dades secundàries. L'estudi va cobrir pràctiques socials de treball, comunicació, sociabilitat, usos d'espai i temps, usos d'Internet, identitat cultural, pràctica política, associacionisme i formació de projectes d'autonomia. Es van construir diversos models estadístics per a proporcionar una anàlisi causal de cada una d'aquestes àrees d'estudi. El descobriment més significatiu fa referència a la relació entre els usos d'Internet i la construcció d'autonomia per part d'actors socials. Fent servir anàlisis factorial, l'estudi va definir cinc índexs d'autonomia que eren estadísticament independents: autonomia personal, autonomia professional, autonomia comunicativa, autonomia corporal i autonomia sociopolítica. Cada un d'aquests índexs d'autonomia independents estan fortament associats amb la freqüència i la intensitat de l'ús d'Internet, i les relacions observades es mantenen quan es controlen per variables sociodemogràfiques. A partir d'aquest estudi es pot afirmar que Internet és una plataforma important per a la construcció d'autonomia en la societat xarxa. En general, la societat catalana sembla que canviï de manera similar a altres societats en transició, amb l'èmfasi afegit del paper del territori i la família a l'hora d'enfortir les relacions socials, amb la contribució positiva d'Internet a un dens patró d'interacció social.
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Background and objectives Despite modern treatment, the case fatality rate of hospital-acquired acute kidney injury (HA-AKI) is still high. We retrospectively described the prevalence and the outcome of HA-AKI without nephrology referral (nrHA-AKI) and late referred HA-AKI patients to nephrologists (lrHA-AKI) compared with early referral patients (erHA-AKI) with respect to renal function recovery, renal replacement therapy (RRT) requirement, and in-hospital mortality of HA-AKI. Design, setting, participants, & measurements Noncritically ill patients admitted to the tertiary care academic center of Lausanne, Switzerland, between 2004 and 2008 in the medical and surgical services were included. Acute kidney injury was defined using the Acute Kidney Injury Network (AKIN) classification. Results During 5 years, 4296 patients (4.12% of admissions) experienced 4727 episodes of HA-AKI during their hospital stay. The mean ± SD age of the patients was 61 ± 15 years with a 55% male predominance. There were 958 patients with nrHA-AKI (22.3%) and 2504 patients with lrHA-AKI (58.3%). RRT was required in 31% of the patients with lrHA-AKI compared with 24% of the patients with erHA-AKI. In the multiple risk factor analysis, compared with erHA-AKI, nrHA-AKI and lrHA-AKI were significantly associated with worse renal outcome and higher in-hospital mortality. Conclusions These data suggest that HA-AKI is frequent and the patients with nrHA-AKI or lrHA-AKI are at increased risk for in-hospital morbidity and mortality.
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Aquest estudi analitza les pràctiques diàries, els valors socials i les actituds de la població catalana en el procés de transició cap a la societat xarxa. Analitza el comportament de les persones a Internet i fora d'Internet, investigant el paper específic dels usos d'Internet a l'hora d'influenciar pràctiques i actituds. Es basa en les respostes a una enquesta de 3.005 individus, una mostra representativa de la població catalana el 2002. L'enquesta es va fer entre el febrer i el maig del 2002, i es basava en entrevistes cara a cara a partir d'un qüestionari de 179 preguntes. Es van utilitzar fonts secundàries per a situar els resultats catalans, particularment sobre els usos d'Internet, en el context global. L'anàlisi es va completar el 2007 incorporant-hi noves dades secundàries. L'estudi va cobrir pràctiques socials de treball, comunicació, sociabilitat, usos d'espai i temps, usos d'Internet, identitat cultural, pràctica política, associacionisme i formació de projectes d'autonomia. Es van construir diversos models estadístics per a proporcionar una anàlisi causal de cada una d'aquestes àrees d'estudi. El descobriment més significatiu fa referència a la relació entre els usos d'Internet i la construcció d'autonomia per part d'actors socials. Fent servir anàlisis factorial, l'estudi va definir cinc índexs d'autonomia que eren estadísticament independents: autonomia personal, autonomia professional, autonomia comunicativa, autonomia corporal i autonomia sociopolítica. Cada un d'aquests índexs d'autonomia independents estan fortament associats amb la freqüència i la intensitat de l'ús d'Internet, i les relacions observades es mantenen quan es controlen per variables sociodemogràfiques. A partir d'aquest estudi es pot afirmar que Internet és una plataforma important per a la construcció d'autonomia en la societat xarxa. En general, la societat catalana sembla que canviï de manera similar a altres societats en transició, amb l'èmfasi afegit del paper del territori i la família a l'hora d'enfortir les relacions socials, amb la contribució positiva d'Internet a un dens patró d'interacció social.
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Background: The lack of adequate instruments prevents the possibility of assessing the competence of health care staff in evidence-based decision making and further, the identification of areas for improvement with tailored strategies. The aim of this study is to report about the validation process in the Spanish context of the Evidence-Based Practice Questionnaire (EBPQ) from Upton y Upton. Methods: A multicentre, cross-sectional, descriptive psychometric validation study was carried out. For cultural adaptation, a bidirectional translation was developed, accordingly to usual standards. The measuring model from the questionnaire was undergone to contrast, reproducing the original structure by Exploratory Factorial Analysis (EFA) and Confirmatory Factorial Analysis (CFA), including the reliability of factors. Results: Both EFA (57.545% of total variance explained) and CFA (chi2=2359,9555; gl=252; p<0.0001; RMSEA=0,1844; SRMR=0,1081), detected problems with items 7, 16, 22, 23 and 24, regarding to the original trifactorial version of EBPQ. After deleting some questions, a reduced version containing 19 items obtained an adequate factorial structure (62.29% of total variance explained), but the CFA did not fit well. Nevertheless, it was significantly better than the original version (chi2=673.1261; gl=149; p<0.0001; RMSEA=0.1196; SRMR=0.0648). Conclusions: The trifactorial model obtained good empiric evidence and could be used in our context, but the results invite to advance with further refinements into the factor “attitude”, testing it in more contexts and with more diverse professional profiles.
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Background: Hand hygiene in the health context is a complex behaviour. There have been rarely given the role of the knowledge and attitudes as predictors of hand hygiene behaviour. The main objective of this work is the description of the development of a questionnaire on hand hygiene and the analysis of their measurement properties. Method: An instrument which was designed and validated a questionnaire. It was held in January 2009. It finally has had 50 items that assess risk behaviour intention before and after contact with the patient, declarative knowledge and attitudes about hand hygiene. It has been applied to 431 students of health sciences at the University of Granada. Results: There were three factor analysis, ultimately obtaining a general convergence value that explains 46.01% of the total variance and high reliability (a=0,843). There is correlation between knowledge and behavior intentions before and after patient contact (p <0.01).In turn, the attitude correlates only with behavioral intention before (p <0.05). The hand hygiene behavior refers to a higher mean after the completion of various health activities before the same (4.26 and 3.96 respectively). Both declarative knowledge and attitudes significantly predict behavioral intention, in particular the conduct before the contact with the patient (R2 = 0.100, standardized Beta 0.256 for knowledge and 0.145 for attitudes). Conclusions: The questionnaire shows high internal consistency. We have obtained a valid tool for assessing risk behavior, knowledge and attitudes about students’ hand hygiene in health sciences. The tool detects deficiencies in basic skills in students.
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The Wechsler Intelligence Scale for Children-fourth edition (i.e. WISC-IV) recognizes a four-factor scoring structure in addition to the Full Scale IQ (FSIQ) score: Verbal Comprehension (VCI), Perceptual Reasoning (PRI), Working Memory (WMI), and Processing Speed (PSI) indices. However, several authors suggested that models based on the Cattell-Horn-Carroll (CHC) theory with 5 or 6 factors provided a better fit to the data than does the current four-factor solution. By comparing the current four-factor structure to CHC-based models, this research aimed to investigate the factorial structure and the constructs underlying the WISC-IV subtest scores with French-speaking Swiss children (N = 249). To deal with this goal, confirmatory factor analyses (CFAs) were conducted. Results showed that a CHC-based model with five factors better fitted the French-Swiss data than did the current WISC-IV scoring structure. All together, these results support the hypothesis of the appropriateness of the CHC model with French-speaking children.
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BACKGROUND Several questionnaires have been used to measure health related quality of life (HRQoL) in patients with psoriasis, few have been adapted for use in Spain; none of them was developed specifically for the Spanish population. The purpose of the study was to validate and assess the sensitivity to change of a new questionnaire to measure HRQOL in patients with psoriasis (PSO-LIFE). METHODS Observational, prospective, multicenter study performed in centers around Spain. Patients with active or inactive psoriasis completed the PSO-LIFE together with other Dermatology Quality of Life Index (DLQI) and Psoriasis Disability Index (PDI). A control group of patients with urticaria or atopic dermatitis was also included. Internal consistency and test-retest reliability of the PSO-LIFE were assessed by calculating Cronbach's alpha and Intraclass Correlation Coefficient (ICC). Validity was assessed by examining factorial structure, the capacity to discriminate between groups, and correlations with other measures. Sensitivity to change was measured using effect sizes. RESULTS The final sample included for analysis consisted of 304 patients and 56 controls. Mean (SD) age of psoriasis patients was 45.3 (14.5) years compared to 38.8 (14) years for controls (p < 0.01). Cronbach's alpha for the PSO-LIFE was 0.95 and test-retest reliability using the ICC was 0.98. Factor analysis showed the questionnaire to be unidimensional. Mean (SD) PSO-LIFE scores differed between patients with psoriasis and controls (64.9 [22.5] vs 69.4 [17.3]; p < 0.05), between those with active and inactive disease (57.4 [20.4] vs 76.4 [20.6]; p < 0.01), and between those with visible and non-visible lesions (63.0 [21.9] vs. 74.8 [23.9]; p < 0.01). The correlation between PSO-LIFE and PASI scores was moderate (r = -0.43) while correlations with DLQI and PDI dimensions ranged from moderate to high (between 0.4 and 0.8). Effect size on the PSO-LIFE in patients reporting 'much improved' health status at study completion was 1.01 (large effect size). CONCLUSIONS The present results provide substantial support for the reliability, validity, and responsiveness of the PSO-LIFE questionnaire in the population for which it was designed.
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In visceral leishmaniasis, phlebotomine vectors are targets for control measures. Understanding the ecosystem of the vectors is a prerequisite for creating these control measures. This study endeavours to delineate the suitable locations of Phlebotomus argentipes with relation to environmental characteristics between endemic and non-endemic districts in India. A cross-sectional survey was conducted on 25 villages in each district. Environmental data were obtained through remote sensing images and vector density was measured using a CDC light trap. Simple linear regression analysis was used to measure the association between climatic parameters and vector density. Using factor analysis, the relationship between land cover classes and P. argentipes density among the villages in both districts was investigated. The results of the regression analysis indicated that indoor temperature and relative humidity are the best predictors for P. argentipes distribution. Factor analysis confirmed breeding preferences for P. argentipes by landscape element. Minimum Normalised Difference Vegetation Index, marshy land and orchard/settlement produced high loading in an endemic region, whereas water bodies and dense forest were preferred in non-endemic sites. Soil properties between the two districts were studied and indicated that soil pH and moisture content is higher in endemic sites compared to non-endemic sites. The present study should be utilised to make critical decisions for vector surveillance and controlling Kala-azar disease vectors.
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The aim of the present study was to develop a short form of the Zuckerman-Kuhlman Personality Questionnaire (ZKPQ) with acceptable psychometric properties in four languages: English (United States), French (Switzerland), German (Germany), and Spanish (Spain). The total sample (N = 4,621) was randomly divided into calibration and validation samples. An exploratory factor analysis was conducted in the calibration sample. Eighty items, with loadings equal or higher than 0.30 on their own factor and lower on the remaining factors, were retained. A confirmatory factor analysis was performed over the survival items in the validation sample in order to select the best 10 items for each scale. This short version (named ZKPQ-50-CC) presents psychometric properties strongly similar to the original version in the four countries. Moreover, the factor structure are near equivalent across the four countries since the congruence indices were all higher than 0.90. It is concluded that the ZKPQ-50-CC presented a high cross-language replicability, and it could be an useful questionnaire that may be used for personality research.
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Background Multiple logistic regression is precluded from many practical applications in ecology that aim to predict the geographic distributions of species because it requires absence data, which are rarely available or are unreliable. In order to use multiple logistic regression, many studies have simulated "pseudo-absences" through a number of strategies, but it is unknown how the choice of strategy influences models and their geographic predictions of species. In this paper we evaluate the effect of several prevailing pseudo-absence strategies on the predictions of the geographic distribution of a virtual species whose "true" distribution and relationship to three environmental predictors was predefined. We evaluated the effect of using a) real absences b) pseudo-absences selected randomly from the background and c) two-step approaches: pseudo-absences selected from low suitability areas predicted by either Ecological Niche Factor Analysis: (ENFA) or BIOCLIM. We compared how the choice of pseudo-absence strategy affected model fit, predictive power, and information-theoretic model selection results. Results Models built with true absences had the best predictive power, best discriminatory power, and the "true" model (the one that contained the correct predictors) was supported by the data according to AIC, as expected. Models based on random pseudo-absences had among the lowest fit, but yielded the second highest AUC value (0.97), and the "true" model was also supported by the data. Models based on two-step approaches had intermediate fit, the lowest predictive power, and the "true" model was not supported by the data. Conclusion If ecologists wish to build parsimonious GLM models that will allow them to make robust predictions, a reasonable approach is to use a large number of randomly selected pseudo-absences, and perform model selection based on an information theoretic approach. However, the resulting models can be expected to have limited fit.