Selainkäyttäytymiseen perustuva kohdistettu verkkomainonta - Toimijoiden velvollisuudet erityisesti tietosuojan näkökulmasta.

Internetin monimuotoisessa ympäristössä on selainkäyttäytymiseen perustuvasta kohdistetusta verkkomainonnasta kehittynyt tehokas, mutta häikäilemätön työkalu sitä hyödyntäville toimijoille. Mainostekniikan tarkoituksena on kerätä käyttäjistä henkilökohtaisia tietoja ja seurata heidän Internet käyttäytymistään, jotta heidän kiinnostusten kohteensa ja mieltymyksensä saataisiin selville. Kerätyistä tiedoista muodostetaan käyttäjäprofiileja, joiden avulla oikeat mainokset kohdistetaan kullekin yksittäiselle verkon käyttäjälle. Yhteiskunnassa, jossa teknologia on koko ajan läsnä, on käyttäjien oikeus tieto- ja yksityisyydensuojaan kuitenkin helppo unohtaa. Tämän tutkielman tavoitteena on selvittää käyttäjien tietosuojan toteutumisen näkökulmasta mainostekniikkaa hyödyntävien toimijoiden velvollisuudet. Sen lisäksi tavoitteena on selvittää toimijoiden välinen vastuun jakautuminen ja valvonta sekä lainvastaisesta menettelystä johtuvat seuraamukset. Lopuksi tehdään katsaus selainkäyttäytymiseen perustuvan kohdistetun verkkomainonnan tulevaisuuden näkymiin. Tutkielman metodi on oikeusdogmaattinen eli lainopillinen. Tutkimuskysymyksiin etsittiin ratkaisuja ja tulkintoja tutkimalla voimassa olevien oikeuslähteiden sisältöä. Keskeiset tietosuojaa ohjaavat lait ovat Suomen lainsäädännössä henkilötietolaki (22.4.1999/523) ja tietoyhteiskuntakaari (7.11.2014/917) sekä EU:n lainsäädännössä henkilötietodirektiivi (24.10.1995/46), sähköisen viestinnän tietosuojadirektiivi (12.07.2002/58/EY) ja vuonna 2018 voimaan tuleva yleinen tietosuoja-asetus (KOM (2012) 11, lopull). Suomen ja EU:n lainsäädäntö turvaa käyttäjien tieto- ja yksityisyydensuojan verkossa asettamalla velvollisuuksia selainkäyttäytymiseen perustuvan kohdistetun verkkomainonnan toimijoille. Henkilötietojen käsittelyn edellytyksenä on käyttäjien suostumus ja informointivelvollisuus, mutta oikeuskäytännön puuttuminen viittaa käyttäjien tietämättömyyteen. Vaikuttaa siltä, etteivät verkon käyttäjät voi käyttää hyväksi oikeussuojakeinojaan ja suojella itseään selainkäyttäytymiseen perustuvan kohdistetun verkkomainonnan tekniikoilta, koska he eivät ymmärrä niitä. Mikäli lainmukainen suostumus ja informointivelvollisuus eivät yllä lain asettamalle tasolle, on käsillä henkilörekisteririkkomus ja vakavimmissa loukkauksissa jopa henkilörekisteririkos. Tutkielmassa pohditaan, onko selainkäyttäytymiseen perustuvan kohdistetun verkkomainonnan valvonta riittävää vai pitäisikö valvontaa tehostaa. Lapsille kohdistettua verkkomainontaa tulisi valvoa ensisijaisesti, koska he eivät ole tarpeeksi kypsiä ymmärtämään mainostekniikan tarkoituksia. Käyttäjien henkilötietojen sääntelyn näkökulmasta yleinen tietosuoja-asetus on askel oikeaan suuntaan. Tulevaisuudessa henkilötietojen käsittelyyn liittyviä vaatimuksia tiukennetaan ja käyttäjien tietosuojaa pyritään parantamaan ottamalla huomioon uudet kehittyneet teknologiat. Nähtäväksi kuitenkin jää parantuuko käyttäjien tietosuoja ja puututaanko yksityisyyttä loukkaaviin verkkomainonnan menetelmiin myös käytännön tasolla.

Ganhos em independência funcional no doente com AVC

Introdução – O Acidente Vascular Cerebral (AVC) representa a principal causa de dependência funcional da população adulta portuguesa. Conhecer os fatores que possam aumentar os ganhos em independência funcional é crucial para uma melhoria na abordagem destes doentes. Objetivo – Analisar os ganhos em independência funcional no doente que sofreu AVC considerando a diferença no Índice de Barthel entre a admissão e a alta e desde a alta até à primeira consulta. Métodos – Estudo de coorte retrospetivo, utilizando a base de dados hospitalar para doentes admitidos numa unidade de AVC entre 2010 e 2014. O Índice de Barthel (IB) na admissão, alta e primeira consulta após alta foi usado para calcular ganhos em independência funcional por dia entre a admissão e a alta (diferença entre IB na alta e na admissão dividindo pelo número de dias de internamento) e por semana entre a alta e a primeira consulta (diferença entre IB na primeira consulta e na alta dividindo pelo número de semanas entre a alta e a consulta). Com modelos de regressão linear avaliou-se a influência de fatores demográficos, clínicos e o destino após a alta nos ganhos em independência funcional por dia e por semana, obtendo-se coeficientes de regressão e respetivo intervalo de confiança a 95% (IC95%). Resultados – Nos 483 doentes estudados, a idade mediana é 76 anos, 59,0% são homens, 84,3% têm AVC isquémico e 30,6% foram para o domicílio após a alta. A independência funcional por dia aumentou nos anos mais recentes, particularmente em 2013 em que este parâmetro aumentou 1,164 pontos (com IC95%: 0,192 e 2,135; p=0,019) em comparação com 2010. Também o diagnóstico influenciou os ganhos diários em independência funcional, com LACI e PACI apresentando um aumento estatisticamente significativo de 1,372 pontos (IC95%: 0,324 e 2,421; p=0,010) e de 1,275 pontos (IC95%: 0,037 e 2,514; p=0,044), respetivamente, em comparação com POCI. Relativamente à independência funcional por semana, idades mais avançada e score elevado do IB na alta estão associados a menos ganhos por semana (p<0,001 e p=0,002). Também o destino após alta influencia os ganhos por semana, doentes encaminhados para unidades de convalescença apresentam ganhos de 1,289 pontos (IC95%: 0,661 e 1,917; p<0,001) em comparação com os doentes que foram para o domicílio. iv Conclusões – Houve melhoria na evolução funcional entre a admissão e a alta dos doentes em anos mais recentes sugerindo melhorias nas unidades de AVC. Atenção particular deve ser dada a estes doentes após a alta, particularmente nos de idade mais avançada.

Error analyses reveal contrasting deficits in “theory of mind”: neuropsychological evidence from a 3-option false belief task

Perspective taking is a crucial ability that guides our social interactions. In this study, we show how the specific patterns of errors of brain-damaged patients in perspective taking tasks can help us further understand the factors contributing to perspective taking abilities. Previous work (e.g., Samson, Apperly, Chiavarino, & Humphreys, 2004; Samson, Apperly, Kathirgamanathan, & Humphreys, 2005) distinguished two components of perspective taking: the ability to inhibit our own perspective and the ability to infer someone else’s perspective. We assessed these components using a new nonverbal false belief task which provided different response options to detect three types of response strategies that participants might be using: a complete and spared belief reasoning strategy, a reality-based response selection strategy in which participants respond from their own perspective, and a simplified mentalising strategy in which participants avoid responding from their own perspective but rely on inaccurate cues to infer the other person’s belief. One patient, with a self-perspective inhibition deficit, almost always used the reality-based response strategy; in contrast, the other patient, with a deficit in taking other perspectives, tended to use the simplified mentalising strategy without necessarily transposing her own perspective. We discuss the extent to which the pattern of performance of both patients could relate to their executive function deficit and how it can inform us on the cognitive and neural components involved in belief reasoning.

Equilibrium Sorption Studies of Hg (II) Ions from Aqueous Solution using Powdered Swamp Arum ( Lasimorpha senegalensis ) Seeds.

The potential of swamp arum ( Lasimorpha senegalensis ) seeds as a low-cost adsorbent for the removal of Hg (II) ions from aqueous solution was investigated in this study. The influence of initial metal concentration on the percent adsorption of Hg (II) ions onto powdered swamp arum seeds was studied in a batch system and the filtrate was analyzed using Atomic Absorption Spectrometry (AAS). The percent adsorbed for 10, 20, 40, 60 and 80 mg/L of the aqueous solution were 97.7, 98.9, 99.3, 99.7, and 96.5% respectively. Three isotherms; Langmuir, Freundlich, and BET were used to model the equilibrium sorption of Hg (II) ions onto powdered swamp arum seeds, with a correlation coefficient of 0.998, 0.784 and0.842 respectively. The Langmuir model fitted the equilibrium data best, with a correlation coefficient of 0.998 and a maximum adsorption capacity qm, of 5.917 mg/g. Thus, indicating monolayer coverage on the adsorbent. The results showed that swamp arum seed have the potential to be applied as alternative lowcost biosorbent in the remediation of heavy metal contamination in waste water.

Contributos para a construção de um texto foneticamente equilibrado para o português-europeu.

Objectivo: o objectivo deste estudo consiste na criação de um Texto Foneticamente Equilibrado para o Português-Europeu (PE) designado “O Sol”. Método: quatro sujeitos da região de Setúbal, entre [21-49] anos (dois do sexo feminino e dois do masculino) leram em voz alta o texto “O Sol”. As gravações realizadas com Olympus (VN- 240PC e VN- 2100PC com microfones integrados) serviram para a contabilização dos fonemas produzidos. Os procedimentos foram: 1) a comparação entre as frequências relativas dos fonemas do “O Sol” e as frequências relativas descritas no PF_fone, através do coeficiente de correlação de Pearson e do teste de Mann-Whitney; 2) a comparação entre a transcrição larga e a estreita, verificando-se os fenómenos de coarticulação; e 3) a análise dos formatos silábicos. Resultados: a análise estatística demonstrou que as frequências relativas de ocorrência dos fonemas do texto “O Sol” têm uma correlação forte com as do PF_fone (r = 0,924). As medianas das frequências relativas de ocorrência dos fonemas do texto foram significativamente iguais às do PF_fone (p<.05). Conclusão: o texto “O Sol” está próximo de um texto foneticamente equilibrado ideal, uma vez que se verificaram os pressupostos pré-definidos. Fonologicamente, apresenta os formatos silábicos mais frequentes no PE, verificou-se ainda uma diminuição na frequência relativa de fonemas na transcrição estreita, devido a fenómenos de coarticulação. Futuros trabalhos incidirão no aumento da amostra.

FLOOD RISK ASSESSMENT UNDER HISTORICAL AND PREDICTED LAND USE CHANGE USING CONTINUOUS HYDROLOGIC MODELING

Current procedures for flood risk estimation assume flood distributions are stationary over time, meaning annual maximum flood (AMF) series are not affected by climatic variation, land use/land cover (LULC) change, or management practices. Thus, changes in LULC and climate are generally not accounted for in policy and design related to flood risk/control, and historical flood events are deemed representative of future flood risk. These assumptions need to be re-evaluated, however, as climate change and anthropogenic activities have been observed to have large impacts on flood risk in many areas. In particular, understanding the effects of LULC change is essential to the study and understanding of global environmental change and the consequent hydrologic responses. The research presented herein provides possible causation for observed nonstationarity in AMF series with respect to changes in LULC, as well as a means to assess the degree to which future LULC change will impact flood risk. Four watersheds in the Midwest, Northeastern, and Central United States were studied to determine flood risk associated with historical and future projected LULC change. Historical single framed aerial images dating back to the mid-1950s were used along with Geographic Information Systems (GIS) and remote sensing models (SPRING and ERDAS) to create historical land use maps. The Forecasting Scenarios of Future Land Use Change (FORE-SCE) model was applied to generate future LULC maps annually from 2006 to 2100 for the conterminous U.S. based on the four IPCC-SRES future emission scenario conditions. These land use maps were input into previously calibrated Soil and Water Assessment Tool (SWAT) models for two case study watersheds. In order to isolate effects of LULC change, the only variable parameter was the Runoff Curve Number associated with the land use layer. All simulations were run with daily climate data from 1978-1999, consistent with the 'base' model which employed the 1992 NLCD to represent 'current' conditions. Output daily maximum flows were converted to instantaneous AMF series and were subsequently modeled using a Log-Pearson Type 3 (LP3) distribution to evaluate flood risk. Analysis of the progression of LULC change over the historic period and associated SWAT outputs revealed that AMF magnitudes tend to increase over time in response to increasing degrees of urbanization. This is consistent with positive trends in the AMF series identified in previous studies, although there are difficulties identifying correlations between LULC change and identified change points due to large time gaps in the generated historical LULC maps, mainly caused by unavailability of sufficient quality historic aerial imagery. Similarly, increases in the mean and median AMF magnitude were observed in response to future LULC change projections, with the tails of the distributions remaining reasonably constant. FORE-SCE scenario A2 was found to have the most dramatic impact on AMF series, consistent with more extreme projections of population growth, demands for growing energy sources, agricultural land, and urban expansion, while AMF outputs based on scenario B2 showed little changes for the future as the focus is on environmental conservation and regional solutions to environmental issues.

Post-Revolutionary Post-Modernism: Central American Detective Fiction by the Turn of the 21st Century

Contemporary Central American fiction has become a vital project of revision of the tragic events and the social conditions in the recent history of the countries from which they emerge. The literary projects of Sergio Ramirez (Nicaragua), Dante Liano (Guatemala), Horacio Castellanos Moya (El Salvador), and Ramon Fonseca Mora (Panama), are representative of the latest trends in Central American narrative. These trends conform to a new literary paradigm that consists of an amalgam of styles and discourses, which combine the testimonial, the historical, and the political with the mystery and suspense of noir thrillers. Contemporary Central American noir narrative depicts the persistent war against social injustice, violence, criminal activities, as well as the new technological advances and economic challenges of the post-war neo-liberal order that still prevails throughout the region. Drawing on postmodernism theory proposed by Ihab Hassan, Linda Hutcheon and Brian MacHale, I argued that the new Central American literary paradigm exemplified by Sergio Ramirez’s El cielo llora por mí, Dante Liano’s El hombre de Montserrat, Horacio Castellanos Moya’s El arma en el hombre and La diabla en el espejo, and Ramon Fonseca Mora’s El desenterrador, are highly structured novels that display the characteristic marks of postmodern cultural expression through their ambivalence, which results from the coexistence of multiple styles and conflicting ideologies and narrative trends. The novels analyzed in this dissertation make use of a noir sensitivity in which corruption, decay and disillusionment are at their core to portray the events that shaped the modern history of the countries from which they emerge. The revolutionary armed struggle, the state of terror imposed by military regimes and the fight against drug trafficking and organized crime, are among the major themes of these contemporary works of fiction, which I have categorized as perfect examples of the post-revolutionary post-modernism Central American detective fiction at the turn of the 21st century.

Normative reference values for the 20-meter shuttlerun test in a population-based sample of schoolchildren in Bogota, Colombia: The FUPRECOL Study

Our aim was to determine the normative reference values of cardiorespiratory fitness (CRF) and to establish the proportion of subjects with low CRF suggestive of future cardio-metabolic risk.

Factores asociados a respuesta de abatacept subcutaneo en artritis reumatoide

INTRODUCCION Dado que la artritis reumatoide es la artropatía inflamatoria más frecuente en el mundo, siendo altamente discapacitante y causando gran impacto de alto costo, se busca ofrecer al paciente opciones terapéuticas y calidad de vida a través del establecimiento de un tratamiento oportuno y eficaz, teniendo presentes aquellos predictores de respuesta previo a instaurar determinada terapia. Existen pocos estudios que permitan establecer aquellos factores de adecuada respuesta para inicio de terapia biológica con abatacept, por lo cual en este estudio se busca determinar cuáles son esos posibles factores. METODOLOGIA Estudio analítico de tipo corte transversal de 94 pacientes con diagnóstico de AR, evaluados para determinar las posibles variables que influyen en la respuesta a terapia biológica con abatacept. Se incluyeron 67 de los 94 pacientes al modelo de regresión logística, que son aquellos pacientes en que fue posible medir la respuesta al tratamiento (respuesta EULAR) a través de la determinación del DAS 28 y así discriminar en dos grupos de comparación (respuesta y no respuesta). DISCUSION DE RESULTADOS La presencia de alta actividad de la enfermedad al inicio de la terapia biológica, aumenta la probabilidad de respuesta al tratamiento respecto al grupo con baja/moderada actividad de la enfermedad; OR 4,19 - IC 95%(1,18 – 14.9), (p 0,027). La ausencia de erosiones óseas aumenta la probabilidad de presentar adecuada respuesta a la terapia biológica respecto aquellos con erosiones, con un OR 3,1 (1,01-9,55), (p 0,048). Niveles de VSG y presencia de manifestaciones extra-articulares son otros datos de interés encontrados en el análisis bivariado. Respecto a las variables o características como predictores de respuesta al tratamiento con abatacept, se encuentran estudios que corroboran los hallazgos de este estudio, respecto al alto puntaje del DAS 28 al inicio de la terapia (9, 12). CONCLUSIONES Existen distintas variables que determinan la respuesta a los diferentes biológicos para manejo de AR. Es imprescindible evaluar dichos factores de manera individual con el fin de lograr de manera efectiva el control de la enfermedad y así mejorar la calidad de vida del individuo (medicina personalizada). Existen variables tales como la alta actividad de la enfermedad y la ausencia de erosiones como predictores de respuesta en la terapia con abatacept.

Metabolic syndrome and associated factors in a population-based sample of schoolchildren in Colombia: The FUPRECOL Study

In contrast to the definition of metabolic syndrome (MetS) in adults, there is no standard definition of MetS in pediatric populations. We aimed to assess the differences in the prevalence of MetS in children and adolescents aged 9–17 years in the city of Bogota (Colombia) using four different operational definitions for these age groups and to examine the associated variables. A total of 673 children and 1,247 adolescents attending public schools in Bogota (54.4% girls; age range 9–17.9 years) were included. The prevalence of MetS was determined by the definitions provided by the International Diabetes Federation (IDF) and three published studies by Cook et al., de Ferranti et al., and Ford et al. The prevalence of MetS was 0.3%, 6.3%, 7.8%, and 11.0% according to the IDF, Cook et al., Ford et al., and de Ferranti et al. definitions, respectively. The most prevalent components were low high-density lipoprotein cholesterol and high triglyceride levels, whereas the least prevalent components were abdominal obesity and hyperglycemia. Overall, the prevalence of MetS was higher in obese than in non-obese schoolchildren. In conclusion, MetS diagnoses in schoolchildren strongly depend on the definition chosen. These findings may be relevant to health promotion efforts for Colombian youth to develop prospective studies and to define which cut-offs are the best indicators of future morbidity.

Cardiorespiratory fitness and cardiometabolic risk factors in schoolchildren from Colombia: The FUPRECOL Study

The objectives of this study are to investigate the association between cardiorespiratory fitness and cardiovascular risk factors in schoolchildren and to evaluate the degree of association between overall and abdominal adiposity and cardiorespiratory fitness. A total of 1,875 children and adolescents attending public schools in Bogota, Colombia (56.2% girls; age range of 9–17.9 years). A cardiovascular risk score (Z-score) was calculated and participants were divided into tertiles according to low and high levels of overall (sum of the skinfold thicknesses) and abdominal adiposity. Schoolchildren with a high level of overall adiposity demonstrated significant differences in seven of the 10 variables analyzed (i.e. systolic and diastolic blood pressure, triglycerides, triglycerides/HDL-c ratio, total cholesterol, glucose and cardiovascular risk score). Schoolchildren with high levels of both overall and abdominal adiposity and low cardiorespiratory fitness had the least favorable cardiovascular risk factors score. These findings may be relevant to health promotion in Colombian youth.

Emprendimiento, instituciones y construcción de paz – Análisis de Influencia de Stakeholders en los departamentos de Nariño y Cauca

Nariño y Cauca son dos de los departamentos de Colombia más afectados por la violencia. La reciente firma de un acuerdo de un cese bilateral de hostilidades con las Fuerzas Armadas Revolucionarias de Colombia (FARC) y los diálogos de La Habana son apenas el comienzo de la Construcción de Paz (CP) que implica el esfuerzo continuo de diferentes actores (gubernamentales, sector privado, sociedad civil y organismos multilaterales) para lograr no solo una paz negativa sino una paz positiva. El apoyo al emprendimiento es una estrategia implementada por el Gobierno y por los stakeholders que participan en el proceso del posconflicto, que tiene como finalidad respaldar el proceso de integración económica de las víctimas y desmovilizados. El presente documento es un estudio exploratorio elaborado por medio de una investigación cualitativa en la temática de emprendimiento, instituciones y CP en los departamentos de Nariño y Cauca. Se utilizó una estrategia metodológica denominada Matrices de Stakeholders para representar gráficamente la influencia institucional sobre la toma decisiones e implementación de los stakeholders sobre las reformas o políticas de emprendimiento y CP en estos dos departamentos. En esta investigación se encontró que i) en general, las instituciones del gobierno de los de Nariño y Cauca son extractivas y limitan la participación de la sociedad; ii) los stakeholders de la sociedad civil a pesar de tener cierta organización y voz no están en capacidad de generar influencia más que a nivel local o comunitario; iii) los vacíos dejados por las instituciones extractivas del gobierno tienden a ser llenados por instituciones inclusivas de stakeholders del sector privado y de organismos multilaterales.

LMS tables for waist circumference and waist-to-height ratio among Colombian children and adolescents: The FUPRECOL study

Background: Indices predictive of central obesity include waist circumference (WC) and waist-to-height ratio (WHtR). The aims of this study were 1) to establish a Colombian youth smoothed centile charts and LMS tables for WC and WHtR and 2) to evaluate the utility of these parameters as predictors of overweight and obesity. Method: A cross-sectional study whose sample population comprised 7954 healthy Colombian schoolchildren [boys n=3460 and girls n=4494, mean (standard deviation) age 12.8 (2.3) years old]. Weight, height, body mass index (BMI), WC and WHtR and its percentiles were calculated. Appropriate cut-offs point of WC and WHtR for overweight and obesity, as defined by the International Obesity Task Force (IOTF) definitions, were selected using receiver operating characteristic (ROC) analysis. The discriminating power of WC and WHtR was expressed as area under the curve (AUC). Results: Reference values for WC and WHtR are presented. Mean WC increased and WHtR decreased with age for both genders. We found a moderate positive correlation between WC and BMI (r= 0.756, P < 0.01) and WHtR and BMI (r= 0.604, P < 0.01). The ROC analysis showed a high discrimination power in the identification of overweight and obesity for both measures in our sample population. Overall, WHtR was slightly a better predictor for overweight/obesity (AUC 95% CI 0.868-0.916) than the WC (AUC 95% CI 0.862-0.904). Conclusion: This paper presents the first sex- and age-specific WC and WHtR percentiles for both measures among Colombian children and adolescents aged 9–17.9 years. By providing LMS tables for Latin-American people based on Colombian reference data, we hope to provide quantitative tools for the study of obesity and its comorbidities.

Triceps and subscapular skinfold thicknesses percentiles and cut-offs for overweight and obesity in a population-based sample of schoolchildren in Bogota, Colombia

OBJECTIVES: The aims of this study were to establish a Colombian smoothed centile charts and LMS tables for tríceps, subscapular and sum tríceps+subscapular skinfolds; appropriate cut-offs were selected using receiver operating characteristic analysis based in a populationbased sample of schoolchildren in Bogota, Colombia and to compare them with international studies. METHODS: A total of 9 618 children and adolescents attending public schools in Bogota, Colombia (55.7% girls; age range of 9–17.9 years). Height, weight, body mass index (BMI), waist circumference, triceps and subscapular skinfold measurements were obtained using standardized methods. We have calculated tríceps+subscapular skinfold (T+SS) sum. Smoothed percentile curves for triceps and subscapular skinfold thickness were derived by the LMS method. Receiver operating characteristics curve (ROC) analyses were used to evaluate the optimal cut-off point of tríceps, subscapular and sum tríceps+subscapular skinfolds for overweight and obesity based on the International Obesity Task Force (IOTF) definitions. Data were compared with international studies. RESULTS: Subscapular, triceps skinfolds and T+SS were significantly higher in girls than in boys (P <0.001). The median values for triceps, subscapular as well as T+SS skinfold thickness increased in a sex-specific pattern with age. The ROC analysis showed that subscapular, triceps skinfolds and T+SS have a high discrimination power in the identification of overweight and obesity in the sample population in this study. Based on the raw non-adjusted data, we found that Colombian boys and girls had high triceps and subscapular skinfolds values than their counterparts from Spain, UK, German and US. CONCLUSIONS: Our results provide sex- and age-specific normative reference standards for the triceps and subscapular skinfold thickness values in a large, population-based sample of 3 schoolchildren and adolescents from an Latin-American population. By providing LMS tables for Latin-American people based on Colombian reference data, we hope to provide quantitative tools for the study of obesity and its complications.