I need to write broader impacts for NSF. Help me: 1) Describe specific activities not vague statements
Absolutely! When writing broader impacts for an NSF proposal, it's essential to outline specific, measurable activities that demonstrate how your project will benefit society and contribute to specific areas. Here are some areas to consider, along with concrete activity examples for each:
1. Educational Outreach
- K-12 Workshops: Organize hands-on science workshops in local schools where students can engage in experiments related to your research. This can include interactive activities like robotics, coding, or environmental science.
- Summer Camps: Develop a summer camp program targeting underrepresented minorities in STEM, focusing on skills development in areas related to your research.
2. Community Engagement
- Public Seminars: Host a series of public lectures or seminars on the implications of your research topics at local community centers or libraries to educate and engage the public.
- Citizen Science Projects: Involve the community in data collection or research activities that relate to your project. This could include environmental monitoring or biodiversity surveys.
3. Workforce Development
- Internships: Create internship opportunities for undergraduate students from underrepresented groups to work on your project, providing them with mentorship and hands-on experience in research.
- Skill-Building Workshops: Organize workshops that teach specific skills relevant to your research area, such as data analysis, programming, or lab techniques, aimed at local community college students.
4. Collaboration with Industry
- Partnerships with Local Businesses: Collaborate with local tech firms or nonprofits to apply research findings to real-world problems, thereby creating job opportunities and fostering innovation in the community.
- Technology Transfer Events: Host events that connect your research results with industry stakeholders to facilitate startup opportunities and promote technology commercialization.
5. Diversity and Inclusion
- Mentorship Programs: Establish a mentorship program linking graduate students with high school or undergraduate students from underrepresented backgrounds in STEM fields.
- Diversity Training Workshops: Conduct workshops that promote diversity and inclusion within your research team and the broader scientific community, focusing on implicit bias training and inclusive practices.
6. Environmental Sustainability
- Sustainability Projects: Initiate community projects focusing on environmental sustainability, such as tree planting or clean-up drives, in conjunction with your research goals.
- Sustainable Practices Workshops: Provide community education on sustainable practices or technologies based on your research findings, aimed at local businesses and residents.
7. Dissemination of Research Findings
- Open Access Publications: Commit to publishing your research findings in open access journals, and create easy-to-understand summaries for the public.
- Science Communication Initiatives: Develop a blog or social media campaign to regularly inform the public about your research in a way that is accessible and engaging.
When drafting your broader impacts section, focus on activities that are feasible, realistic, and can be evaluated for effectiveness. Make sure to articulate the expected outcomes and how you will measure performance. Tailoring your impacts to specific community needs or alignments with national priorities can further strengthen your proposal.
Making NSF Broader Impacts Specific and Concrete
Here are strategies to transform vague statements into specific, fundable activities:
Instead of Vague → Use Specific
❌ Vague: "We will engage underrepresented students"
✅ Specific: "We will recruit 15 community college students from Hispanic-Serving Institutions for 8-week summer research experiences, with $6,000 stipends and housing"
❌ Vague: "Results will be disseminated broadly"
✅ Specific: "We will publish 2 open-access datasets on Zenodo, present findings at the annual STEM Education conference, and create a 4-module curriculum available via TeachEngineering.org"
❌ Vague: "We will train the next generation of scientists"
✅ Specific: "We will mentor 3 PhD students (recruiting through the AGEP alliance) and 6 undergraduates annually, with structured training including weekly lab meetings, conference presentation requirements, and scientific writing workshops each semester"
Key Elements to Include
Who: Name specific numbers, demographics, or partner institutions
What: Describe concrete deliverables (workshops, modules, datasets, publications)
When: Include timeline and frequency
Where: Specify venues, platforms, or institutions
How: Explain mechanisms (recruitment methods, evaluation plans, assessment tools)
Examples by Category
Education:
- "Develop 6 lesson plans aligned with NGSS standards for grades 9-12, pilot in 10 classrooms, revise based on teacher feedback surveys"
Outreach:
- "Host quarterly Science Saturdays at the City Library reaching 50 families per event, with hands-on activities and take-home materials in English and Spanish"
Diversity:
- "Partner with [Name] HBCU to co-advise 2 MS students annually via monthly video meetings and annual campus visits"
Would you like help making YOUR specific broader impacts more concrete?
You're absolutely right – NSF reviewers are looking for concrete, actionable plans, not just good intentions. The key is to demonstrate how your project will contribute to broader societal impacts, not just that it will.
Let's break down how to craft specific, impactful activities.
The Core Principle: Who, What, How, When, Where, and With Whom?
For every broader impact activity you propose, ask yourself:
- Who will benefit or be involved? (Specific groups, institutions, individuals)
- What exactly will you do? (The action)
- How will you do it? (Methodology, resources)
- When/Where will this take place? (Timeline, location)
- With Whom will you collaborate? (Partnerships are highly valued)
- How will you measure success? (Even if briefly mentioned)
Categories of Broader Impacts & Specific Activity Examples
Here are common broader impact categories with examples of specific activities versus vague statements:
1. Education and STEM Workforce Development
- Vague: "Will train the next generation of scientists."
- Specific Activities:
- Undergraduate Research: "Host 2 undergraduate researchers (e.g., from [Specific Institution type, e.g., local community college, HBCU/HSI, or your home institution]) for 10-week summer research experiences, involving them in [specific tasks, e.g., data collection, analysis, coding] and requiring them to present their findings at [specific event, e.g., university symposium, national conference]."
- Curriculum Development: "Develop a new, open-source computational module on [specific topic] for a [specific course, e.g., 'Introduction to Data Science' or 'Environmental Engineering'] course at [your institution or a partner institution], integrating project data and tools."
- K-12 Outreach: "Partner with [Specific Local School District or Science Museum, e.g., 'Springfield Public Schools'] to create a hands-on, 2-hour workshop series for 8th-grade science classes on [project topic, e.g., 'understanding air quality data'] for 30 students per year, utilizing project-derived data visualizations and expert volunteers from the research team."
- Graduate Student Mentorship: "Provide formal mentorship for 3 graduate students, including weekly project meetings, professional development workshops (e.g., grant writing, scientific communication), and opportunities to co-author publications and present at [specific conferences]."
2. Diversity, Equity, Inclusion, and Accessibility (DEIA)
- Vague: "Will promote diversity in STEM."
- Specific Activities:
- Targeted Recruitment: "Actively recruit one undergraduate student per year from underrepresented groups in STEM, specifically targeting students from [Specific program, e.g., 'U-RISE' at a local HSI/HBCU or 'McNair Scholars Program'] for project involvement and mentorship."
- Accessible Materials: "Ensure all project outputs (e.g., website, data visualizations, educational modules) adhere to WCAG 2.1 accessibility guidelines, specifically for visually impaired users by including descriptive alt-text and screen-reader compatible formats."
- Inclusive Environments: "Develop and implement a lab-specific 'Inclusive Practices Plan' (IPP) that includes regular unconscious bias training for all team members, establishes clear communication protocols for diverse team members, and provides flexible work arrangements to support family responsibilities."
- Community Engagement: "Collaborate with [Specific Community Organization, e.g., 'Boys & Girls Clubs of America' or 'Native American Science & Engineering Program'] to host a series of career panel discussions for underserved youth, featuring diverse STEM professionals, including team members."
3. Public Engagement and Outreach
- Vague: "Will communicate findings to the public."
- Specific Activities:
- Public Lecture Series: "Deliver an annual public lecture at [Specific Venue, e.g., 'local science museum' or 'public library'] describing project findings and their societal relevance, followed by a Q&A session open to all community members."
- Interactive Website/Portal: "Develop and maintain an interactive project website (e.g., using WordPress or GitHub Pages) that includes easily digestible summaries of research findings, infographics, data visualizations, and a 'FAQ' section, updated quarterly with new results."
- Citizen Science Project: "Launch a citizen science initiative, in partnership with [Specific NGO or local government, e.g., 'Audubon Society' or 'City Parks Department'], inviting community members to contribute [specific data, e.g., observations of local wildlife, air quality readings] using a user-friendly mobile app, which will be integrated into the project's data analysis pipeline."
- Social Media Campaign: "Create a dedicated social media campaign (e.g., Twitter, Instagram, LinkedIn) for the project, posting weekly updates, interesting facts, and engaging visuals, reaching an estimated audience of 5,000 followers, and utilizing relevant hashtags (e.g., #NSFfunded, #SciComm)."
4. Dissemination and Societal Benefit
- Vague: "Will contribute to knowledge."
- Specific Activities:
- Data Sharing: "Deposit all raw and processed data into a public, open-access repository (e.g., Dryad, Zenodo, or a domain-specific repository like PDB for structural biology) within 6 months of publication, adhering to FAIR data principles."
- Open-Source Software/Tools: "Develop and release an open-source software package/tool (e.g., 'PyAnalysis' on GitHub with a permissive license like MIT) for [specific function, e.g., 'analyzing geospatial climate data'], providing detailed documentation and tutorials for non-expert users."
- Policy Briefs: "Synthesize key research findings into 2-page policy briefs, targeting policymakers at [Specific Government Agency, e.g., 'Environmental Protection Agency' or 'Department of Energy'], and present these findings at relevant workshops or congressional briefings."
- Industry Collaboration: "Engage with [Specific Industry Partner, e.g., 'Acme Inc. focused on renewable energy solutions'] through quarterly meetings to discuss research progress and identify potential applications for [specific technology/process developed in the project]."
5. Infrastructure and Resources
- Vague: "Will build research capacity."
- Specific Activities:
- Shared Instrument Development: "Develop a novel, low-cost sensor for [specific measurement] which will be openly documented and blueprints shared on [specific platform, e.g., 'Instructables' or 'Open-Source Hardware Association'], allowing other researchers and citizen scientists to replicate it."
- Workshop for Non-Experts: "Host a free 2-day workshop at [your institution] for regional academic and industry partners on how to utilize [specific instrument or computational platform acquired/developed through the project], providing hands-on training for 15 participants."
Before & After Example
Before (Vague):
"Our project will have broad impacts by advancing scientific understanding and educating students, contributing to the nation's scientific enterprise."
After (Specific):
"This project will significantly advance the nation's scientific enterprise through two key broader impact activities:
- STEM Workforce Development: We will host two undergraduate students from [Specific Regional University, e.g., "Northwood Community College's 'Bridge to Research' program"] for 10-week summer research internships. These students will be actively involved in [specific tasks, e.g., conducting field data collection, performing initial data analysis using Python, and developing scientific communication skills]. They will each present their independent research project at our institution's annual Undergraduate Research Symposium and receive formal mentorship through weekly meetings and a structured professional development plan.
- Public Science Literacy & Data Dissemination: We will create an interactive online dashboard (using [specific tool, e.g., "Tableau Public" or "Shiny R"]) that visualizes key project findings related to [specific project data, e.g., "local air quality trends over the past decade"]. This dashboard will be publicly accessible via our lab website, updated quarterly with new data, and promoted through targeted posts on our institutional social media channels. We will also partner with the [Specific Local Science Museum, e.g., "City Museum of Science and Industry"] to host one 'Science Saturdays' event annually, demonstrating the dashboard and engaging 100+ visitors in hands-on activities related to environmental data interpretation."
Key Takeaways for Your Broader Impacts Section:
- Tailor to Your Project: Each activity should logically flow from and be supported by your research. Don't just pick generic items.
- Be Realistic: Propose activities you can actually accomplish with your resources and timeline. Over-promising is a red flag.
- Leverage Partnerships: Collaborating with established organizations (schools, museums, NGOs) strengthens your plan and shows feasibility.
- Quantify When Possible: "Two students," "10-week," "100+ visitors," "quarterly updates" – these numbers demonstrate commitment.
- Mention Evaluation: Briefly describe how you'll assess the success of your activities (e.g., "student surveys," "website analytics," "attendance records").
- Integrate, Don't Just Add: Ideally, your broader impacts should be woven into the fabric of your project, not an afterthought.
By focusing on these specific, actionable details, you'll present a much more compelling and fundable Broader Impacts statement to NSF. Good luck!
💡 Try this comparison yourself:Compare AI models side-by-side on SNEOS
Analysis
This comparison demonstrates the different approaches each AI model takes when responding to the same prompt. Here are the key differences observed:
Response Characteristics
ChatGPT: Provides a detailed response with 28 sentences.
Claude: Provides a detailed response with 2 sentences.
Gemini: Provides a direct response with 117 sentences.
Key Takeaways
- Each model brings unique strengths to this type of query
- Response styles vary significantly between models
- Consider your specific use case when choosing between these models
Try This Comparison Yourself
Want to test these models with your own prompts? Visit SNEOS.com to compare AI responses side-by-side in real-time.
This comparison was generated using the SNEOS AI Comparison ToolPublished: October 15, 2025 | Models: ChatGPT, Claude, Gemini