About this paper

Appears in:
Pages: 8502-8508
Publication year: 2018
ISBN: 978-84-09-05948-5
ISSN: 2340-1095
doi: 10.21125/iceri.2018.0555

Conference name: 11th annual International Conference of Education, Research and Innovation
Dates: 12-14 November, 2018
Location: Seville, Spain

SIX MANIPULATIVE TASKS TO IMPROVE ATTITUDES TOWARDS STATISTICS AT UNIVERSITY

A.M. Ruiz-Ruano García, A. Palazón Pérez de los Cobos, J. López Puga

UCAM Universidad Católica de Murcia (SPAIN)
Statistics is considered nowadays as one of the most relevant areas of knowledge for social and natural sciences. In spite of the key role of statistics for a wide range of scientific areas, university students usually struggle when facing statistics related subjects. As a result, we have designed six entertaining manipulative activities to make statistics more attractive for students. These tasks are conceived to engage students in the subject and to help them to understand basic concept of statistics avoiding the abstraction that characterises statistics. Thus, by using manipulative task the basic statistics phenomena are made concrete and the teaching-learning process will be improved. For sure, those students highly motivated would not need these tasks but we think they will take advantage from them to gain a deeper understanding of these basic and key statistical concepts. The six tasks we provide are graded and hierarchically presented in order to develop the syllabi of an introductory course of statistics. Task one is designed to show students that the average mean can be interpreted as the centre of gravity or the centre of mass in physical terms. This is essential to understand current trends in statistical analysis and it helps to understand more complex models based on the logic of generalised linear models. The purpose of the second task is to show some properties of the mean as compared with the median and the mode. These properties will be observed by using repeated sampling from cards or objects resembling normal populations. Repeated sampling is also used to empirically show the central limit theorem (task three) and the meaning of the classical p-value (task five). Task four is about the classic, aprioristic and frequentist understanding of probability. To practise with these concepts a wooden made board and marbles are used to emulate a binomial (biased and free of bias) distribution. Finally, the last task is thought to help students to get familiar with the Bayesian interpretation of probability just by using a French cards trick.
@InProceedings{RUIZRUANOGARCIA2018SIX,
author = {Ruiz-Ruano Garc{\'{i}}a, A.M. and Palaz{\'{o}}n P{\'{e}}rez de los Cobos, A. and L{\'{o}}pez Puga, J.},
title = {SIX MANIPULATIVE TASKS TO IMPROVE ATTITUDES TOWARDS STATISTICS AT UNIVERSITY},
series = {11th annual International Conference of Education, Research and Innovation},
booktitle = {ICERI2018 Proceedings},
isbn = {978-84-09-05948-5},
issn = {2340-1095},
doi = {10.21125/iceri.2018.0555},
url = {http://dx.doi.org/10.21125/iceri.2018.0555},
publisher = {IATED},
location = {Seville, Spain},
month = {12-14 November, 2018},
year = {2018},
pages = {8502-8508}}
TY - CONF
AU - A.M. Ruiz-Ruano García AU - A. Palazón Pérez de los Cobos AU - J. López Puga
TI - SIX MANIPULATIVE TASKS TO IMPROVE ATTITUDES TOWARDS STATISTICS AT UNIVERSITY
SN - 978-84-09-05948-5/2340-1095
DO - 10.21125/iceri.2018.0555
PY - 2018
Y1 - 12-14 November, 2018
CI - Seville, Spain
JO - 11th annual International Conference of Education, Research and Innovation
JA - ICERI2018 Proceedings
SP - 8502
EP - 8508
ER -
A.M. Ruiz-Ruano García, A. Palazón Pérez de los Cobos, J. López Puga (2018) SIX MANIPULATIVE TASKS TO IMPROVE ATTITUDES TOWARDS STATISTICS AT UNIVERSITY, ICERI2018 Proceedings, pp. 8502-8508.
User:
Pass: