Survey
* Your assessment is very important for improving the workof artificial intelligence, which forms the content of this project
* Your assessment is very important for improving the workof artificial intelligence, which forms the content of this project
NOTE This assessment task has been written at Level 6 of the curriculum. When using this task, you may want to adapt it for your students. Suggestions include: Question One: Narrowing McGregor’s short-list to only two cars, or taking out the old cars. This will reduce the number of calculations and comparisons needed. Question Two: A reasonably high level of literacy is required to read the media report. You may need to adapt the language in the report as appropriate. Question Three: The complexity of GAME 2 can be reduced by playing this game with only two dice. Any adaptations to the assessment will need to be reflected in changes to the assessment schedule. NZAMT 91038 (1.12): Demonstrate understanding of chance and data Example Task A 2011 – page 1 of 14 New Zealand Association of Mathematics Teachers 1 Level 1 Mathematics and Statistics 91037 (1.12): Demonstrate understanding of chance and data Example Task A 2011 Credits: Four Check that you have been supplied with the resource booklet for Mathematics and Statistics 91037 (1.12). You should answer ALL parts of ALL questions in this booklet. You should show ALL working. If you need more space for any answer, use the page(s) provided at the back of this booklet and clearly number the question. Check that this booklet has pages 2–6 in the correct order and that none of these pages is blank. YOU MUST HAND THIS BOOKLET TO YOUR TEACHER AT THE END OF THE ALLOTTED TIME. For Assessor’s use only Achievement Demonstrate understanding of chance and data. Achievement Criteria Achievement with Merit Demonstrate understanding of chance and data, justifying statements and findings. Achievement with Excellence Demonstrate understanding of chance and data, showing statistical insight. Overall Level of Performance NZAMT 91038 (1.12): Demonstrate understanding of chance and data Example Task A 2011 – page 2 of 14 You are advised to spend 60 minutes answering the questions in this booklet. Question One McGregor has recently bought a copy of the Cat and Orange Guide to help him buy his first car. He has narrowed his choices down to the three used cars presented in the table. He is particularly interested in the potential cost of repairs for his new car, as he is on a limited budget. The following table is reproduced from the book showing owner responses of popular second-hand 10 – 15 year old cars. Number of cars where the total cost of repairs in the first year of ownership was… Car Awesome Car Better Car Age of car Total number of cars surveyed No repairs, or minor repairs up to $100 Between $100 and $1000 $1000 or more 10 – 15 years old 530 208 112 850 Over 15 years old 245 190 65 500 10 – 15 years old 50 12 18 80 Over 15 years old 17 0 8 25 10 – 15 years old 152 20 53 225 Over 15 years old 255 95 100 450 Cool Car Your task is to use this information and probability ideas to recommend which car McGregor should purchase. Justify your recommendation clearly showing all calculations. _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ NZAMT 91038 (1.12): Demonstrate understanding of chance and data Example Task A 2011 – page 3 of 14 _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ NZAMT 91038 (1.12): Demonstrate understanding of chance and data Example Task A 2011 – page 4 of 14 Question Two Refer to Question Two RESOURCE SHEET to answer this question. Evaluate the report about Narcissism (self importance) in Facebook users. You may consider discussing: What is the purpose of the article? What are the variables of interest? How were these measured? Are the claims made in the article valid and sensible? How widely can these be applied? Question Three (Idea sourced from nrich: The Better Bet http://nrich.maths.org/4334) Two games each cost $1 to play. Game 1: Toss four fair coins. If you get two heads and two tails you win $3. Game 2: Roll three fair six-sided dice. You win $2 for every six that you roll. Which game are you best to play? Explain your answer clearly, using probability ideas. NZAMT 91038 (1.12): Demonstrate understanding of chance and data Example Task A 2011 – page 5 of 14 _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ _______________________________________________________________________________________ NZAMT 91038 (1.12): Demonstrate understanding of chance and data Example Task A 2011 – page 6 of 14 _______________________________________________________________________________________ ______________________________________________________________________________________ Assessment Schedule NZAMT 2011 task B 91037 Demonstrate understanding of chance and data Assessment Criteria Achievement Demonstrate understanding of chance and data will involve using a range of appropriate concepts and terms to demonstrate an understanding of statistical literacy and probability. Merit Demonstrate understanding of chance and data, justifying statements and findings will involve: providing supporting evidence such as summary statistics, probabilities, data values, trends or features of visual displays reference to the context and the population. Excellence Demonstrate understanding of chance and data, showing statistical insight will involve: integrating the statistical and contextual information and knowledge to show a deeper understanding critical reflection on the validity of the processes and conclusions given in contexts involving probability or statistics. Question One Analysis N1 Recommendations Lack of understanding of information in table leading to meaningless probabilities calculated EG creating totals around table and basing probabilities on these AND Some attempt at recommendation needed based on analysis OR N2 Reading table correctly, but not calculating probabilities Some correct probabilities calculated A3 Probabilities correctly calculated for either P(no repairs or minor repairs only) OR P(repair needed) OR P(expensive repair needed) A4 Probabilities correctly calculated for either P(no repairs or minor repairs only) OR P(repair needed) OR P(expensive repair needed) M5 Further calculation of second level probabilities as NZAMT 91038 (1.12): AND Recommendation based on counts only, not probabilities AND No recommendation given OR Recommendation does not follow from probabilities calculated AND Basic recommendation provided based on probabilities calculated, but too much emphasis given to minor differences in probabilities EG Best to buy either old Car B because its got the lowest probability of repairs needed (32.0% compared to 32.4%) AND Basic recommendation provided based on probabilities calculated EG Best to buy either old Car B or new Car C as both have about a 32% of needing a repair OR Best to buy new Car C as similar likelihood of repair as old Car B but car is newer AND A4 - level recommendation Demonstrate understanding of chance and data Example Task A 2011 – page 7 of 14 M6 E7 E8 well as A4 calculations EG P(expensive repair needed) as well as P(repair needed) Probabilities correctly calculated for P(no repairs or minor repairs only) OR P(repair needed) AND P(expensive repair needed) to allow comparison of at least the short-listed candidates AND Consideration of other factors when making recommendation EG major repair costs vs minor repair costs OR Best to buy new Car C as similar likelihood of needing a repair as old Car B but new Car C is less likely to have a repair costing more than $1000. OR AND As above Similar further analysis to help make a better recommendation Analysis to M6 level. Analysis to M6 level. Candidates may included extended relevant probabilities calculated EG Conditional probabilities OR ALL of each type of car regardless of age AND Some discussion of other factors without developed detail and understandings presented in E8 AND Detailed consideration of other factors when making recommendation EG major repair costs vs minor repair costs Sample size issues Disregarding age of car Probabilities Probability of… any repairs Probability of… repairs costing over $1000 Probability of… repairs costing over $1000 given that repair is needed 850 62.35% 37.65% 13.18% 35.00% 500 49.00% 51.00% 13.00% 25.49% 80 62.50% 37.50% 22.50% 60.00% 25 68.00% 32.00% 32.00% 100.00% 225 67.56% 32.44% 23.56% 72.60% 450 56.67% 43.33% 22.22% 51.28% n 10 – 15 Awesome years old Car Over 15 years old 10 – 15 years old Better Car Over 15 years old 10 – 15 years old Cool Car Over 15 years old NZAMT 91038 (1.12): Probability of… No repairs or minor repairs only Demonstrate understanding of chance and data Example Task A 2011 – page 8 of 14 Question Two Idea N A M E Purpose of article Purpose not clearly identified Eg: Facebook Purpose simply identified from article title Eg: Facebook users are narcissistic Recognising that the article summarises someone’s research relating Facebook users to narcissistic users Recognising that the article summarises someone’s research relating psychological measures to Facebook users Variables of interest Variables of interest not clearly identified Variables of interest simply identified Eg: Facebook use & narcissism score Number of times facebook page was checked per day & psychological tests How were these measured? Are the claims valid and sensible? Sample size 100 students sampled are not many of the facebook users. Sample was only of 1825 year olds Number of times facebook page was checked per day (selfreported through interview) & psychological tests Some thought on HOW the data on number of times facebook pages were checked was collected/measured Age Specific description of graph with no linkage to report.* Students Specific description of graph with no linkage to report.* Sample was only of students Sample was only of students. 28% of Facebook users are in Uni so this data might not be representative of the all Facebook users. Nationality Specific description of graph with no linkage to Sample was only of Canadians Sample was only of Canadians but the NZAMT 91038 (1.12): Sample was of 18-25 year olds. From the graph this age group is the largest proportion of Facebook users Sample was of 18-25 year olds. From the graph this age group is the largest proportion of Facebook users in the US. It seems reasonable to assume that the US age distribution would be similar across other countries. Sample was only of students. 28% of Facebook users in the US are in Uni so this data might not be representative of the all Facebook users internationally. Query proportion of population of each country Demonstrate understanding of chance and data Example Task A 2011 – page 9 of 14 Idea N A report.* Claims widely applied Score N1 – Two N statements OR – One A statement N2 – Two N statements plus on A statement. A3 – Two A statements: one must include purpose or variables, 2nd must relate to claims of report. OR – One M statement only A4 – At least 3 A statements: one must include purpose or variables, another must relate to claims of report. * M E biggest users of Facebook are from the United States. Therefore the study results should not be widely applied M5 – A4 plus one M statement OR – two M statements only that are Facebook users – nationality graph given is in thousands M6 – A4 plus two M statements Media article implies results are applicable to all Facebook users E7 – As E8, but has not pulled ideas together to make a detailed conclusion. Several of the examples above may have been presented, but not linked. E8 – Cohesive extended response to report: report objectives and variables clearly identified; study only of Canadian students from one University in one age group, so difficult to generalise with confidence. Descriptions of graphs need to be at Curriculum Level 5, not just simple graph reading and statements. Should be quantified and in context of the graph. Eg: The United States has 21000(000) users compared to 7500(000) users in Canada – nearly three times as many users in the US. NZAMT 91038 (1.12): Demonstrate understanding of chance and data Example Task A 2011 – page 10 of 14 Question Three Grade Game 1 4 coins N1 N2 A3 A4 OR: M5 M6 E7 OR: E8 Game 2 3 dice Attempt at finding sample space OR Attempt at finding sample space Random listing of outcomes Random listing of outcomes Errors in understanding shown Errors in understanding shown in in tree diagrams tree diagrams Attempt at finding sample space for both GAMES Random listing of outcomes Errors in understanding shown in tree diagrams Good systematic attempt at finding OR Good systematic attempt at finding sample sample space, but not necessarily space, but not necessarily complete complete (student shows understanding that they (student shows understanding that they need to find some probabilities) need to find some probabilities) Good systematic attempt at finding sample spaces for both GAMES, but not necessarily complete (student shows understanding that they need to find some probabilities) Probability calculated correctly for GAME 1 AND Sound attempt made to calculate probability for GAME 2 Probability calculated correctly for Must included viewing GAME as GAME 1 with some justification rolling a 6 or NOT rolling a 6 (eg using 1/6 and 5/6 on tree diagram) Probability calculated correctly for AND Correct probabilities for GAME 2 with some GAME 1 with some justification justification Correctly connects winnings and AND Correct probabilities for GAME 2 with some probability for GAME 1 justification Eg: expected values Correctly connects winnings and probability for GAME 2 Eg: expected values Correctly connects winnings and probability for BOTH GAMES with justification AND clear conclusion given in context. NZAMT 91038 (1.12): Demonstrate understanding of chance and data Example Task A 2011 – page 11 of 14 Question Two (cont…) - Calcuations GAME 1 16 possible outcomes when tossing four coins, six of these contain 2 heads and 2 tails, therefore P(2H&2T) = 6/16 = 3/8 = 0.375 Expected total winnings from GAME 1 = 3/8 x $3 = 9/8 = $1.125 GAME 2 216 (6x6x6) possible outcomes when roll 3 dice. Tree diagram using ‘6’ and ‘not 6’ as the events of interest is useful for developing required sample space. One six: Three paths that give one ‘6’, and two ‘not 6’ (6**, *6*, **6) P(one ‘6’, two ‘not 6’) = 3 x 1/6 x 5/6 x 5/6 = 75/216 Expected winnings from one six = $2 x 75/216 = 150/216 Two sixes: Three paths that give two ‘6’ and one ‘not 6’ (66*, 6*6, *66) P(two ‘6’, one ‘not 6’) = 3 x 1/6 x 1/6 x 5/6 = 15/216 Expected winnings from two sixes = $4 x 15/216 = 60/216 Three sixes: One path that gives three ‘6’ (666) P(three ‘6’) = 1/6 x 1/6 x 1/6 = 1/216 Expected winnings from three sixes = $6 x 1/216 = 6/216 Expected total winnings from GAME 2 = 150/216 + 60/216 + 6/216 = 216/216 = $1 Conclusion: GAME 1 is best (just)! NZAMT 91038 (1.12): Demonstrate understanding of chance and data Example Task A 2011 – page 12 of 14 Question Two Resource sheet Media report from Mail-Online Facebook users 'are insecure, narcissistic and have low self-esteem' By Mail Foreign Service http://www.dailymail.co.uk/sciencetech/article-1310230/Facebook-users-narcissistic-insecure-low-self-esteem.html Last updated at 10:43 AM on 9th September 2010 Using Facebook is the online equivalent of staring at yourself in the mirror, according to a study. Those who spent more time updating their profile on the social networking site were more likely to be narcissists, said researchers. Facebook provides an ideal setting for narcissists to monitor their appearance and how many ‘friends’ they have, the study said, as it allows them to thrive on ‘shallow’ relationships while avoiding genuine warmth and empathy. People who constantly check Facebook may be lacking in self-esteem, a study found They also tend to use the site for promoting themselves to friends or people they would like to meet, the study concluded. Researcher Soraya Mehdizadeh from York University in Canada asked 100 students, 50 male and 50 female, aged between 18 and 25 about their Facebook habits. They all took psychology tests to measure their levels of narcissism, which the study defined as ‘a pervasive pattern of grandiosity, need for admiration, and an exaggerated sense of self-importance’. Those who scored higher on the narcissism test checked their Facebook pages more often each day than those who did not. There was also a difference between men and women posts on their Facebook page while women tended to carefully select the pictures in their profile. The findings, published in the journal Cyberpsychology, Behaviour And Social Networking, also suggested that those with low self-esteem also checked their Facebook pages more regularly than normal. This may not be altogether surprising as it is widely thought, however contradictory it may appear, that narcissism is linked to a deep-rooted lack of selfesteem. Miss Mehdizadeh admitted that not everyone would appreciate her findings. She said: ‘I think people get sort of defensive about it – like, “I don’t use my Facebook for that reason” – because it’s a label that you don’t want to be slapped with.’ Facebook has more than 500million users worldwide and is the world’s biggest social networking website, but it has been involved in a number of controversies. A study earlier this week showed that the grades of students who use Facebook while they study, even if it is only on in the background, are 20 per cent lower on average than those of non-users. NARCISSISM or SELF-LOVE – an exceptional interest in and admiration for yourself – men generally promoted themselves by written NZAMT 91038 (1.12): Demonstrate understanding of chance and data Example Task A 2011 – page 13 of 14 Graphs source: http://www.slideshare.net/EmergenceMedia/facebook-demographics-user-statistics-emergence-media NZAMT 91038 (1.12): Demonstrate understanding of chance and data Example Task A 2011 – page 14 of 14