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"!?, |IASE Statistical Literacy, Seoul, August 2001O =3lRTeaching statistical reasoning in elementary schools using age-appropriate methodsSS jShrikant I. Bangdiwala, Ph.D. The University of North Carolina at Chapel Hill Department of Biostatistics*kLj            Issue33In the USA, children in elementary school are taught arithmetic and mathematics, but not statistics Teaching the concepts and principles of statistics is fundamental for developing an understanding of Uncertainty Variability Probability Riskj$Z)$ Zq B)% Rationale  33sStatistical concepts can be effectively imparted to elementary school children if done in an age-appropriate mannert$t$Methods33In the USA, parents are allowed to actively participate in the instruction in public schools I personally volunteered to teach  math classes for my two children teachers were more than happy to have a guest instructor teach a classH$)#2Second grade  ages 7 & 833Children love games and have learned to count Teach goodness-of-fit, composition bar graphs Using an ancient game from India with oblong dice  chaupar or soktabaji Concepts:  fairness  probability and expected outcomes variability, uncertainty1%Z$Z.e K, T&Chaupar / soktabajiF3333 33$ Chaupar33Rules: Each of four players moves his/her pieces (soktas) around the path of squares while avoiding being  caught and forced to re-start Advance is based on roll of 5 cowry shells or two oblong dice Objective is to be the first to get all one s pieces safely  home R%$,32(Chaupar33dDice: Oblong dice had numbers 1, 3, 4, and 6 Dice of ivory unavailable today except as antiques8%_$`'Strategy  33XI made several dice out of hard acrylic, cut to the correct size and labeled  discussed  how do we know which dice are fair? Children were enlisted to pick a die during  math center and in teams, roll it 100 times They counted off squares in a data form  visually constructing a  bar chart I produced summary charts after all dice were thrown 1000 times (several weeks)  and the class determined the dice that were  fair V$Zx )4Fourth grade  ages 9 & 1033Children love candy and have learned fractions Teach sampling distribution of the mean, estimating proportions Using colored M&M plain candy bags Concepts: variability, sample size, estimating probabilitiest2%Z$Z/d4* M & M candy0 f333~Candy sold in packages of various sizes Marketing campaigns by the M&M Mars Company have focused on the distribution of colors&$~+Strategy  33Focused on the  fraction of candies in a bag that were RED Children got a partner and were placed in tables of 4 Each child received a small package of candy Children made bar charts with their  data and calculated their fraction  special forms Estimates charted on the blackboard Each team of two calculated a pooled-data fraction  charted on same blackboard just below previous chart Each table calculated a pooled-data fraction  charted on same blackboard just below previous chartsB$8Je, Discussions  33Variability in the number of M&Ms per same size bag  very important to the children! Do not  tamper with your data until the end of the study  Do not eat your data ! Variability of the estimated proportions Central tendency of the estimated proportions How larger sample sizes (double and quadruple) got less variability of the estimated proportions, but same central tendency Bell-shaped distribution of the sample of estimated proportions is better for larger sample sizesB$344Sixth grade  ages 11 & 1233Children fascinated by probability Teach sampling techniques Using sampling demonstrator of 10,000 colored balls of various colors, sampling  palettes Concepts: sampling variability, precision of larger samplesp&%$#v3-Strategy  33Basically similar to the M&M exercise, but children are older and do not need  candy bribe Concept of sampling from a population to give equal chance of selection and not introduce selection biases mixing of balls palettes with holes for objectivity Sampling palettes of sizes 10, 25, 50 and 100 illustrate the reduced variability and increased accuracy in samples of larger sizesl$Z4$ Z$ZgX433  (And for the future & (%((.4Eight grade  ages 13 & 1433Children s bodies are changing and they are able to cook Teach experimental design in biology class or chemistry class Having them conduct small experiments growing small plants under different conditions, or Cooking under different variations of ingredients Concepts: uncertainty in outcome, likelihood and relative risk<%Ze$Zg$ Z?$Z93K136 4Tenth grade  ages 15 & 1633Children noticing their bodies Teach measurement error and summary measures Having them create their own data by measuring their heights, weights, skinfolds, and other anthropometric values Concepts: variability, representativeness of the classroomt"%Z$Z2>  "6Twelfth grade  ages 17 & 1833Children more interested in the World Teach utility of statistics in daily life Use examples from politics, media, Census, medical research Concepts: utility of statistics in everyday life, relative risk of their behaviorsp)%$&gJ! 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