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Bringing Data to Life 14-16 years

Secondary, Middle

Description

This well planned resource includes 3 sessions that have students represent real life data in different means. It includes ready to use presentations and handouts, background information and lesson plans. Students will be using

Session 1: Learners are introduced to Ethiopia and learn to plot the relevant associated data as a scatter graph. 

Session 2: Learners will use cumulative frequency graphs to compare the wealth index of WCA and non-WCA members in Ethiopia and Mali. 

Session 3: Learners use pie charts to compare the marital status of WCA and non-WCA members in Ethiopia and Mali. They will also look at histograms considering the years of experience of women in Ethiopia. This session also includes a summary of learning from the three sessions. 

General Assessment

What skills does this resource explicitly teach?

Plotting a scatter graph and line of best fit

Distinguishing correlation from causation in examining two sets of data

Creating a cumulative frequency graph

Drawing a histogram using frequency density

Interpret,analyze and compare graphs, tables, diagrams and charts

Strengths

Extremely well-planned lessons with presentations and handouts ready for use. The background information is extensive and helpful

Key Questions to ask students are provided 

Not only do students represent data using different methods, they also get to see the limitations and benefits of each approach. 

Weaknesses

There are no actual evaluation tools included in this resource. 

No hands-on activities for students and all learning takes place in a classroom setting.

Mostly teacher-led activities.

Recommendation of how and where to use it

This resource would be great in any course that has students working with data management.  It is always great to be able to provide students with authentic data to graph. High School mathematics classes in data management units would find this resource useful.

This resource supports Humanities as well as Math outcomes and promotes cross-curricular learning.

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        • Linear relations can be represented in many connected ways to identify regularities and make generalizations
    • Grade 8
      • Step 3Select a subject
      • Math
        • Step 4Relevant matches
        • Analyzing data by determining averages is one way to make sense of large data sets and enables us to compare and interpret
        • Discrete linear relationships can be represented in many connected ways and used to identify and make generalizations
        • Number represents, describes, and compares the quantities of ratios, rates, and percents
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      • Math
        • Step 4Relevant matches
        • Continuous linear relationships can be identified and represented in many connected ways to identify regularities and make generalizations
    • Grade 10
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      • Math
        • Step 4Relevant matches
        • Foundations of Mathematics and Pre-calculus: Representing and analyzing situations allows us to notice and wonder about relations.
        • Workplace Mathematics: Representing and analyzing data allows us to notice and wonder about relationships
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      • Math
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        • Foundations of Mathematics 11: Statistical analysis allows us to notice, wonder about, and answer questions about variation
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Themes Addressed

Economics (1)

  • Poverty Reduction

Human Rights (3)

  • Cultural Diversity
  • Gender Equality
  • Poverty

Sustainability Education Principles

Principle Rating Explanation
Consideration of Alternative Perspectives Good

This resource uses factual information from Ethiopia and Mali. Students represent the data using a variety of tools and consider the advantages and disadvantages of each. 

Consideration of Alternative Perspectives:
  • Satisfactory: absence of bias towards any one point of view
  • Good: students consider different points of view regarding issues, problems discussed
  • Very good: based on the consideration of different views, students form opinions and  take an informed position
Multiple Dimensions of Problems & Solutions Satisfactory

The resource Bringing Data to Life provides opportunities to connect  the social, economic and environmental dimensions related to quality of life issues in Ethiopia and Mali. 

Multiple Dimensions of Problems & Solutions:

Effectively addresses the environmental, economic and social dimensions of the issue(s) being explored.

  • Satisfactory: resource supports the examination of  these dimensions
  • Good:  resource explicitly examines the interplay of these dimensions
  • Very Good:  a systems-thinking approach is encouraged to examine these three dimensions
Respects Complexity Satisfactory
Respects Complexity:

The complexity of the problems/issues being discussed is respected.

Acting on Learning Poor/Not considered

Not Considered

Acting on Learning:

Learning moves from understanding  issues  to working towards positive change — in personal lifestyle, in school, in the community,  or for the planet

  • Satisfactory: action opportunities are included as extensions 
  • Good: action opportunities are core components of the resource
  • Very Good: action opportunities for students are well supported and intended to result in observable, positive change
Values Education Good

Opportunities and questions for student reflection are provided. 

Values Education:

Students are explicitly provided with opportunities to identify, clarify and express their own beliefs/values.

Empathy & Respect for Humans Very Good

Students will look at and develop a better understanding of the reality for women in other parts of the world, Ethiopia and Mali in this case. Students will  see examples of the poverty disparity between sexes and a gain a better understanding of the different culture in Ethiopia and Mali. 

Empathy & Respect for Humans: Empathy and respect are fostered for diverse groups of humans (including different genders, ethnic groups, sexual preferences, etc.).
Personal Affinity with Earth Poor/Not considered

Although students receive information on farming in Ethiopia and Mali, there is no real connection made. 

Personal Affinity with Earth:

Encourages a personal affinity with -the natural world.  

  • Satisfactory: connection is made to the natural world
  • Good: fosters appreciation/concern for the natural world
  • Very Good: fosters stewardship though practical and respectful experiences out-of-doors 
Locally-Focused Learning Poor/Not considered

Not Considered: Throughout this resource, students are asked to look at data from another continent. Although it is positive for students to be aware of the struggles in other parts of the world there is no connection made to their local community. 

Locally-Focused Learning:

Includes learning experiences that take advantage of issues/elements within the local community. 

  • Satisfactory: learning is made relevant to the lives of the learners
  • Good: learning is made relevant and has a local focus
  • Very Good: learning is made relevant, local and takes place ‘outside’ , in the community 
Past, Present & Future Good

This resource provides a lot of background information and explains how the Researching Women's Collective Action Project was launched. It explains it's present and future goals.

Past, Present & Future: Promotes an understanding of the past, a sense of the present, and a positive vision for the future.

Pedagogical Approaches

Principle Rating Explanation
Open-Ended Instruction Satisfactory

Although most of the resource is directed teaching, students get to determine for themselves the limitations and strengths of the different graphing methods. Also, students get to interpret the social aspects of the data and determine how they feel about the circumstances that these women find themselves in. 

Open-Ended Instruction :

Lessons are structured so that multiple/complex answers are possible; students are not steered toward one 'right' answer.

Integrated Learning Good

This resource has students representing data with graphs, tables and charts. The data used is real life and helps students understand the social and economical reality of women in Ethiopia and Mali. 

Integrated Learning:

Learning brings together content and skills  from more than one  subject area

  • Satisfactory: content from a number of different  subject areas is readily identifiable
  • Good:  resource is appropriate for use in more than one subject area
  • Very Good:  the lines between subjects are blurred 
Inquiry Learning Poor/Not considered

Although the activities are great, the directions to solve problems is prescribed.

Inquiry Learning:

Learning is directed by questions, problems, or challenges that students work to address.   

  • Satisfactory: Students are provided with questions/problems to solve and some direction on how to arrive at solutions.
  • Good: students, assisted by the teacher clarify the question(s) to ask and the process to follow to arrive at solutions.  Sometimes referred to as Guided Inquiry
  • Very Good:  students generate the questions and assume much of the responsibility for how to solve them.  . Sometimes referred to as self-directed learning.

 

Differentiated Instruction Good

A variety of activity types are included.

Differentiated Instruction:

Activities address a range of student learning styles, abilities and readiness.

  • Satisfactory:  includes a variety of instructional approaches
  • Good: addresses  the needs of visual, auditory &  kinesthetic learners
  • Very Good: also includes strategies for learners with difficulties
Experiential Learning Satisfactory

In order to reach outcomes, students get to use real sources of information from Mali/Ethiopia.  

Experiential Learning:

Authentic learning experiences are provided

  • Satisfactory: learning takes place through ‘hands-on’ experience or simulation
  • Good: learning involves direct experience in a ‘real world context’
  • Very good: learning involves ‘real world experiences’ taking place’ beyond the school walls.
Cooperative Learning Satisfactory

Students get to work in group throughout the activities. 

Cooperative Learning:

Group and cooperative learning strategies are a priority.

  • Satisfactory:  students work in groups
  • Good: cooperative learning skills are explicitly taught and practiced
  • Very Good: cooperative learning skills are explicitly taught, practiced and assessed
Assessment & Evaluation Good

Although there is no explicit assessment tools in this resource, there is a multitude of activities that a teacher could use as formative or summative evaluation tools. For example, the summary activity for session 2 asks students to match cards that go together on different subjects. 

Assessment & Evaluation: Tools are provided that help students and teachers to capture formative and summative information about students' learning and performance. These tools may include reflection questions, checklists, rubrics, etc.
Peer Teaching Poor/Not considered

Not Considered

Peer Teaching:

Provides opportunities for students to actively present their knowledge and skills to peers and/or act as teachers and mentors.

  • Satisfactory: incidental teaching that arises from cooperative learning, presentations, etc.
  • Good or Very Good: an opportunity is intentionally created to empower students to teach other students/community members. The audience is somehow reliant on the students' teaching (students are not simply ‘presenting')
Case Studies Very Good

Students are using real life data that come from the Women's Collective Action research project.

Case Studies:

Relevant case studies are included.  Case studies are thorough descriptions of real events from real situations that students use to explore  concepts in an authentic context.

Locus of Control Poor/Not considered

Not considered. 

Locus of Control: Meaningful opportunities are provided for students to choose elements of program content, the medium in which they wish to work, and/or to go deeper into a chosen issue.