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Climate change is a pressing societal challenge. It is also a pedagogical challenge and a worldwide phenomenon, whose local impacts vary across different locations. Climate change reflects global inequity; communities that contribute most to emissions have greater economic resources to shelter from its consequences, while the lowest emitters are most vulnerable. It is scientifically complex, and simultaneously evokes deep emotions. These overlapping issues call for new ways of science teaching that center personal, social, emotional, and historical dimensions of the crisis. In this article, we describe a middle school science curriculum approach that invites students to explore large-scale data sets and author their own data stories about climate change impacts and inequities by blending data and narrative texts. Students learn about climate change in ways that engage their personal and cultural connections to place; engage with complex causal relationships across multiple variables, time, and space; and voice their concerns and hopes for our climate futures. Connections to relevant science, data science, and literacy standards are outlined, along with relevant data sets and assessments.
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Make with Data: Challenging and contextualizing open-source data with personal and local knowledge
In this poster we describe Make with Data, a two-year project that invites teachers and students from public high schools to work with professional data scientists and open-source data to explore issues important to their local community. While the negotiation of the personal and the quantitative resulted in tensions, Make with Data students found their personal experiences a useful tool for adding context and complexity to the phenomena being studied.
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- Award ID(s):
- 1759224
- PAR ID:
- 10299038
- Date Published:
- Journal Name:
- Proceedings of the 15th International Conference of the Learning Sciences—ICLS 2021
- Format(s):
- Medium: X
- Sponsoring Org:
- National Science Foundation
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Recent reports indicate that there are less than 1900 (0.6%) Native American undergraduate and graduate engineering students nationwide (Yoder, 2016). Although Native Americans are underrepresented in the field of engineering, there is very little research that explores contributing factors. The purpose of our exploratory research is to identify those barriers, supports, and personal strengths that Native American engineering students identify as being influential in developing their career interests and aspirations in engineering. Informed by research in Social Cognitive Career Theory (SCCT), we developed an on-line survey to assess the motivational variables that guide the career thinking and advancement of students preparing to enter the field of engineering. Instrumentation included Mapping Vocational Challenges (Lapan & Turner, 2000, 2009, 2014), Perceptions of Barriers (McWhirter, 1997), the Structured Career Development Inventory (Lapan & Turner, 2006), and the Career-Related Parent Support Scale (Turner et al., 2003), which were used to measure interests, goals, personal strengths and external supports. Participants (N=23) consisted of graduate (≈25%) and undergraduate (≈75%) Native American engineering students. Their responses indicated that their most challenging barriers were financial (e.g., having expenses that are greater than income, and having to work while going to school just to make ends meet), and academic barriers (e.g., not sufficiently prepared academically to study engineering). A lack of career information, and perceptions of not fitting in were also identified as moderately challenging barriers. Students endorsed a number of personal strengths, with the strongest being confidence in their own communication and collaboration skills, and commitment to their academic and career preparation. The most notable external support to their engineering career development was their parents’ encouragement to make good grades and to go to a school where they could prepare for a STEM career. Study results will be interpreted in light of theory, and recommendations for future research and practice will be provided.more » « less
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