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Goal 3 Data Analysis And Probability

Expectation 3.2 The student will apply the basic concepts of statistics and probability to predict possible outcomes of real-world situations.

Indicator 3.2.3 The student will communicate the use and misuse of statistics.

Assessment Limits:

  • Examples of “misuse of statistics” include the following:
    • misuse of scaling on a graph
    • misuse of measures of central tendency and variability to represent data,
    • using three-dimensional figures inappropriately
    • using data to sway interpretation to a predetermined conclusion
    • using incorrect sampling techniques
    • using data from simulations incorrectly
    • predicting well beyond the data set.

Extended Constructed Response (ECR) Item - Released in 2008

The table below shows the population of a small town from 1960 to 1990.

Complete the following in the Answer Book:

  • Write an equation for a line of best fit. Let x represent the years since 1960. Let y represent the population of the town. (If you choose to draw a graph to help you write the equation, use the grid provided in the Answer Book.)
  • What is the slope of your equation? What does the slope represent in the context of this problem?
  • Using your equation, estimate the population in the year 1995. Use mathematics to explain how you determined your answer. Use words, symbols, or both in your explanation.
  • Is your equation a good model to predict the population of this town in the year 2025? Use mathematics to justify your answer.

The following 8 Anchor Papers represent a range of score points and are used in conjunction with the rubrics to assess student responses.

Anchor Paper #1

image of student response

Score for Anchor Paper #1: Rubric Score 1

Annotation: This response indicates little application of a reasonable strategy. The representation in the form of an equation is incorrect (1960=5063+1181). The student writes that the slope is positive but does not give the slope’s value or the contextual meaning. The estimated population for 1995 is incorrect (8140) and the explanation reveals a flaw in reasoning (1995=x+1181). The student indicates that the equation is not a good model to predict the population in 2025 and the justification supports the solution (it is a long time from now). This response demonstrates a minimal understanding and analysis of the problem.


Anchor Paper #2

image of student response

Score for Anchor Paper #2: Rubric Score 1

Annotation: This response indicates little application of a reasonable strategy. The student gives the correct equation for when x represents whole years (y=139.44x-268312.5). The slope is correct (139.44) but the contextual meaning is incorrect (The slope shows the direction in which the graph goes). There is no indication that the student has responded to the third part of the question. The student incorrectly indicates that the equation is a good model to predict the population in 2025. A justification is not provided. This response demonstrates a minimal understanding and analysis of the problem.


Anchor Paper #3

image of student response

Score for Anchor Paper #3: Rubric Score 2

Annotation: This response indicates application of an incomplete strategy. The representation in the form of an equation is correct (y=139.44x+4989.9). The slope of the equation is correct (139.44) and the contextual meaning is complete (how many people increase each year.). The estimated population for 1995 is incorrect (4292.7). The explanation reveals a mathematical error; the student replaces x in the equation with -.5 rather than 35. The student incorrectly indicates that the equation is a good model to predict the population in 2025. The justification reveals a flaw in reasoning (because it is the rate of change for the past years, 1960-1990). This response demonstrates a conceptual understanding and analysis of the problem.


Anchor Paper #4

image of student response

Score for Anchor Paper #4: Rubric Score 2

Annotation: This response indicates application of an incomplete strategy. The student gives the correct equation for when x represents whole years (y=139.44x-268312.5). There is no indication that the student has responded to the second part of the question. The estimated population for 1995 is correct (9870.3) and the explanation supports the solution (substituting 1995 for x). Instead of stating whether the equation is or is not a good model and justifying the response, the student utilizes an incorrect strategy (In year 2025 the population would be 14053.5). This response demonstrates a conceptual understanding and analysis of the problem.


Anchor Paper #5

image of student response

Score for Anchor Paper #5: Rubric Score 3

Annotation: This response indicates application of a reasonable strategy that leads to some correct solutions. The representation in the form of an equation is correct (y=139.44x+4989.9). The slope of the equation is correct (139.44). The contextual meaning is incomplete (the rate of change of population). The estimated population for 1995 is correct (9870) and the explanation supports the solution. The student writes (using the table in my calculator), then draws a table and circles the appropriate set of numbers. The student indicates that the equation is not a good model to predict the population in 2025; however, the student provides a non-mathematical justification (I don’t think you can predict population because of variables such as disease, birth rate etc. Something might happen to the town. For example everyone could move out of the town for the city. A lot of things could happen). This response demonstrates a clear understanding and analysis of the problem.


Anchor Paper #6

image of student response

Score for Anchor Paper #6: Rubric Score 3

Annotation: This response indicates application of a reasonable strategy that leads to some correct solutions. The student gives the correct equation for when x represents years since 1900 (y=139.44x+-3376.5). The slope of the equation is incorrect and the student does not provide the contextual meaning of the slope. The estimated population for 1995 is correct (9870.3). The explanation supports the solution (y=139.44(95)+-3376.5). The student indicates that the equation is not a good model to predict the population in 2025 and provides a correct justification (2025 is so far away, you don’t have the data to support it). This response demonstrates a clear understanding and analysis of the problem.


Anchor Paper #7

image of student response

Score for Anchor Paper #7: Rubric Score 4

Annotation: This response indicates application of a reasonable strategy that leads to a correct solution within the context of the problem. The representation in the form of an equation is correct (y=139.44x+4989.9). The slope of the equation is correct (139.44) and the contextual meaning is complete (the increase in population per year). The estimated population for 1995 is correct (9870) and the explanation is fully developed and clearly presented. The student replaces x in the equation with 35, and solves for y (I plugged 35 [years since 1960] into my equation). The student indicates that the equation is not a good model to predict the population in 2025 and the justification is fully developed (I wouldn’t expect my model to be accurate that far into the future; I think that 2025 is too far into the future for my model to be correct). This response demonstrates a complete understanding and analysis of the problem.


Anchor Paper #8

image of student response

Score for Anchor Paper #8: Rubric Score 4

Annotation: This response indicates application of a reasonable strategy that leads to a correct solution within the context of the problem. The representation in the form of an equation is correct (y=139.44x+4989.9). The slope of the equation is correct (139.44) and the contextual meaning is complete (how much the population increased each year). The estimated population for 1995 is correct (9870.3). The explanation is fully developed and clearly presented (y=139.44(35)+4989.9; y=9870.3). The student indicates that the equation is not a good model to predict the population in 2025 and the justification is fully developed (the timespand from 1960 to 2025 is to big). This response demonstrates a complete understanding and analysis of the problem.


Extended Constructed Response (ECR) Rubric

Print: Scoring Rubric (pdf)
Score 4

The response indicates application of a reasonable strategy that leads to a correct solution in the context of the problem. The representations are correct. The explanation and/or justification is logically sound, clearly presented, fully developed, supports the solution, and does not contain significant mathematical errors. The response demonstrates a complete understanding and analysis of the problem.

Score 3

The response indicates application of a reasonable strategy that may or may not lead to a correct solution. The representations are essentially correct. The explanation and/or justification is generally well developed, feasible, and supports the solution. The response demonstrates a clear understanding and analysis of the problem.

Score 2

The response indicates an incomplete application of a reasonable strategy that may or may not lead to a correct solution. The representations are fundamentally correct. The explanation and/or justification supports the solution and is plausible, although it may not be well developed or complete. The response demonstrates a conceptual understanding and analysis of the problem.

Score 1

The response indicates little or no application of a reasonable strategy. It may or may not have the correct answer. The representations are incomplete or missing. The explanation and/or justification reveals serious flaws in reasoning. The explanation and/or justification may be incomplete or missing. The response demonstrates a minimal understanding and analysis of the problem.

Score 0

The response is completely incorrect or irrelevant. There may be no response, or the response may state, “I don't know.”

Explanation refers to the student using the language of mathematics to communicate how the student arrived at the solution.

Justification refers to the student using mathematical principles to support the reasoning used to solve the problem or to demonstrate that the solution is correct. This could include the appropriate definitions, postulates and theorems.

Essentially correct representations may contain a few minor errors such as missing labels, reversed axes, or scales that are not uniform.

Fundamentally correct representations may contain several minor errors such as missing labels, reversed axes, or scales that are not uniform.

Last Revised 8/16/00

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Resources for 3.2.3:
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