Sade Bonilla’s research while affiliated with University of Massachusetts Amherst and other places

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Publications (4)


Fighting “bad science” in the information age: The effects of an intervention to stimulate evaluation and critique of false scientific claims
  • Article

May 2021

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76 Reads

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29 Citations

Anita S. Tseng

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Sade Bonilla

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With developments in technology (e.g., “Web 2.0” sites that allow users to author and create media content) and the removal of publication barriers, the quality of science information online now varies vastly. These changes in the review of published science information, along with increased facility of information distribution, have resulted in the spread of misinformation about science. As such, the role of evaluation when reading scientific claims has become a pressing issue when educating students. While recent studies have examined educational strategies for supporting evaluation of sources and plausibility of claims, there is little extant work on supporting students in critiquing the claims for flawed scientific reasoning. This study tested the efficacy of a structured reading support intervention for evaluation and critique on cultivating a critical awareness of flawed scientific claims in an online setting. We developed and validated a questionnaire to measure epistemic vigilance, implemented a large‐scale (N = 1081) Randomized Controlled Trial (RCT) of an original reading activity that elicits evaluation and critique of scientific claims, and measured whether the intervention increased epistemic vigilance of misinformation. Our RCT results suggested a moderate effect in students who complied with the treatment intervention. Furthermore, analyses of heterogeneous effects suggested that the intervention effects were driven by 11th‐grade students and students who self‐reported a moderate trust in science and medicine. Our findings point to the need for additional opportunities and instruction for students on critiquing scientific claims and the nature of specific errors in scientific reasoning.


Opportunity Gap and Women in the Energy Infrastructure Workforce: Paper Presentation.
  • Presentation
  • File available

March 2021

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90 Reads

https://www.youtube.com/watch?v=JNNmomasb1I

Download

Figure 2: An evolving network of community participants, researchers, and practitioners. The participants represent each stop in the workforce pathway from education, to employment, to public policy, to labor standards oversight.
Opportunity Gap and Women in the Energy Infrastructure Workforce

August 2020

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393 Reads

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7 Citations

The Bureau of Labor Statistics (BLS) predicts above-average employment growth for jobs in the construction industry. And despite the majority of entry-level jobs in construction requiring a high school diploma or less, median annual wages in the industry are over 8,000 dollars higher than other industries (Torpey 2018). Despite this growth and relatively high wages, women are severely underrepresented; just 3.5 percent of workers in the construction occupations are women while women make up 47 percent of the labor force. Career and Technical Education (CTE) in high school can provide an avenue for increasing the participation of young women. Through a Researcher Practitioner Partnership (RPP), a team of teachers, trades educators, and administrators from high schools, community colleges, and apprenticeship centers sought to increase access through a virtual design and construction STEM (Science, Technology, Engineering, Math) career pathway program. The team explored if a Project-based Learning (PBL) approach in Virtual Design and Construction (VDC) is a feasible method for woman-focused CTE. We found evidence that targeted recruiting through a feminist positive pathway to create a critical mass of female participants in conjunction with PBL can offer an opportunity for women to enter a traditionally male-dominated field. Furthermore, our study calls for continued theory development into and provides evidence that higher concentrations of women has the potential to increase the industry’s focus on safety, environmental protection, and labor standards. We argue that the lack of female representation is due to an opportunity gap for young women to learn about and join high-skill high-wage occupations.


The Effects of School Reform under NCLB Waivers: Evidence from Focus Schools in Kentucky

January 2020

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66 Reads

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21 Citations

Education Finance and Policy

Under waivers to the No Child Left Behind Act, the federal government required states to identify schools where targeted subgroups of students have the lowest achievement and to implement reforms in these “Focus Schools.” In this study, we examine the Focus School reforms in the state of Kentucky. The reforms in this state are uniquely interesting for several reasons. One is that the state developed unusually explicit guidance for Focus Schools centered on a comprehensive school-planning process. Second, the state identified Focus Schools using a “super subgroup” measure that combined traditionally low-performing subgroups into an umbrella group. This design feature may have catalyzed broader whole-school reforms and attenuated the incentives to target reform efforts narrowly. Using regression discontinuity designs, we find that these reforms led to substantial improvements in school performance, raising math proficiency rates by 17 percent and reading proficiency rates by 9 percent.

Citations (3)


... Some only captured prior knowledge/beliefs about the topic, others only prior misinformation-detection competencies (see Appendix Table A1). Only two studies considered both types of prior knowledge (Brodsky et al., 2021;Tseng et al., 2021). Furthermore, only two studies conducted both immediate and delayed posttests (Al Zou'bi, 2022;Osborn, 1939). ...

Reference:

Systematic Review of Educational Approaches to Misinformation
Fighting “bad science” in the information age: The effects of an intervention to stimulate evaluation and critique of false scientific claims
  • Citing Article
  • May 2021

... More than 20 years later, there is evidence that some but not all of these fears were borne out, as predominantly economically disadvantaged and Black communities, respectively, were disproportionately subject to accountability-driven takeovers, educators reported demoralization arising from the failing label, and economically disadvantaged students in at least one state may have been pushed out of the school system or reclassified by districts seeking to improve their scores (Gregg & Lavertu, 2023;Kitzmiller, 2020;Lipman, 2017;Pearman & Marie Greene, 2022;Strunk et al., 2016). On the other hand, there is evidence that schools receiving low accountability marks received needed resources for improvement (Dee et al., 2013), and in many cases they experienced sometimes sizeable achievement gains (Bonilla & Dee, 2020;Carlson & Lavertu, 2018;Dee & Jacob, 2011;Sun et al., 2017;Sun et al., 2021). Students subject to low pre-NCLB school accountability grades even experienced longer-term benefits in the form of higher educational attainment and lower adult criminal involvement and reliance on social welfare programs (Eren et al., 2023;Mansfield & Slichter, 2021). ...

The Effects of School Reform under NCLB Waivers: Evidence from Focus Schools in Kentucky

Education Finance and Policy

... Ethnographic studies conducted at an elite engineering program found that women who were highly competent and exceptionally high performers did not receive recognition as legitimate scientists (Tonso, 1999(Tonso, , 2006. Recognizing gender barriers for young women in STEM pathways clarifies the need to counter the threat of stereotype (Steele & Aronson, 1995) and to combat marginalization, while imparting confidence in women in STEM (Montoya et al., 2020 ...

Opportunity Gap and Women in the Energy Infrastructure Workforce