A New Generation of Citizen Scientists: Self-Efficacy and Skill Growth in a Voluntary Project Applied in the College Classroom Setting

Jennifer Weber, Kate Tillotson-Chavez
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Abstract

Using citizen science resources and projects in university education is a burgeoning pedagogical tool that can promote real-world application of science, autonomous learning, and understanding of self-efficacy in science learning. In this case study, we examined several factors relating to self-efficacy and skill growth in STEM and non-STEM majors in life science courses of different levels at one university. Four life science classes in Fall 2022 (n = 109 students) voluntarily participated in a self-guided pollinator training module. Motivations, previous awareness, participation, and self-efficacy and self-identification for citizen science participation and for general scientific inquiry were assessed through pre- and post-surveys before and after module training. Students characterized themselves as STEM or non-STEM majors to understand self-identity. In having students self-report their identity in STEM, we found a trend (79.2%) of natural resource and agricultural majors ranking themselves as non-STEM. Across all participants, we observed a significant increase for learning outcomes between pre- and post-survey results (ɑ = 0.05). Self-reported non-STEM students showed a positive trend between surveys across survey questions. In comparison, self-reported STEM students showed very little increase across surveys but ranked highly in both pre- and post-survey results (mean = 3.42 out of 4). Overall, our findings suggest that even small-scale citizen science–based projects may increase students’ familiarity with concepts based in scientific inquiry and meet learning outcomes benefitting the goals of both higher education and citizen science initiatives.
新一代公民科学家:应用于大学课堂的自愿项目中的自我效能和技能增长
在大学教育中使用公民科学资源和项目是一种新兴的教学工具,可以促进科学在现实世界中的应用、自主学习以及对科学学习中自我效能的理解。在本案例研究中,我们考察了一所大学不同年级生命科学课程中 STEM 和非 STEM 专业学生自我效能感和技能增长的几个相关因素。2022 年秋季的四个生命科学班(n = 109 名学生)自愿参加了一个自我指导的授粉者培训模块。通过模块培训前后的调查,评估了学生参与公民科学和一般科学探究的动机、先前的认识、参与情况、自我效能和自我认同。学生们将自己定性为 STEM 或非 STEM 专业,以了解自我认同。在让学生自我报告他们在 STEM 中的身份时,我们发现自然资源和农业专业的学生(79.2%)将自己列为非 STEM 专业的趋势。在所有参与者中,我们观察到学习成果在前后调查结果之间有显著增长(ɑ = 0.05)。自我报告为非 STEM 的学生在各调查问题的调查之间呈现出积极的趋势。相比之下,自我报告的 STEM 学生在各次调查中的增幅很小,但在前后调查结果中的排名都很高(平均值 = 3.42,满分 4 分)。总之,我们的研究结果表明,即使是基于公民科学的小规模项目,也可以提高学生对科学探究概念的熟悉程度,并达到有利于高等教育和公民科学计划目标的学习效果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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