?? Happy Data Equity Day! ?? ?? Data Equity Driving Economic Development in Chicago Chicago’s Neighborhood Opportunity Fund (NOF) is a prime example of how data equity can revitalize underserved communities and drive inclusive growth. By analyzing income levels, business activity, and community needs, Chicago identified neighborhoods on the South and West Sides that had long been overlooked for investment. The NOF uses revenue from downtown developments to fund projects that matter most—like grocery stores, childcare centers, and small businesses. ?? The Impact: ? 200+ businesses funded in underserved areas ?Hundreds of local jobs created ?Essential services brought to communities in need This is what data equity looks like in action—targeting resources to create real, lasting change. Let’s commit to leveraging data for fairness and opportunity in every sector. ???? #DataEquityDay #DataEquity #EconomicDevelopment #InclusiveGrowth #DataForGood #CommunityImpact #EconomicDevelopment #CommunityDevelopment #DataSovereignty #DataDiplomacy #GoodData #Chicago #aLocal
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For my final assignment for the first semester, I have to create a survey and collect data that I can put together, graph, and more. I am using this assignment to create a social experiment that will tell me how people feel about potential solutions to ending homelessness. Everything I have learned here? I want to actually use as a means of figuring out the best way to come up with solutions in the various communities. #community #gatheringdata
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How can small cities leverage federal funding to better support their residents’ housing, education, workforce and health needs? The National League of Cities Federal Grant Equity Dashboard is helping communities more effectively address these challenges through data-driven decisions. The dashboard is connecting disinvested cities with the guidance and vital resources to help local governments address disparities within their communities.? ? Learn more about this tool and how local leaders are utilizing it to make a difference: https://lnkd.in/ewgvSBTc?
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There has rarely been more federal capital made available to cities and counties across the US, yet our experience at Camber Collective tells us that the world of federal funding often feels impenetrable to local decision-makers. The result? Significant resource continues to be left on the table, as potential recipients are lost across each stage of the user continuum (Funding Availability > Eligibility > Awareness > Application > Receipt > Usage). In parallel, we also see a governance challenge: many under-resourced localities don't enjoy the bandwidth required to lead the data collection and analysis processes required to precisely diagnose the disparities they seek to redress, and to then marry those disparities up with relevant federal funding streams. That's why I'm so pleased to see the National League of Cities release its Federal Grant Equity Dashboard. This tool enables disinvested localities to connect with critical resources and guidance to help local governments make data-informed decisions about various priorities and policies that can address disparities in their communities. Using a data-driven approach to improve family outcomes, the tool helps cities measure the vulnerability of each census track within a community focusing on priority issues such as housing, transportation, and employment. The city then receives a data assessment that can inform 2 -3 funding priorities for federal applications around basic human needs and community well-being, as well as be used as a grant narrative starting point. I'd invite all local decision-makers to visit the tool. In due course, Camber Collective will also release complementary data on the relative size of capital flowing from federal government and philanthropic institutions to support each of the 28 life experiences most proven to advance lifetime income -- which we call the Mobility Experiences (see https://lnkd.in/gpeybDPr). These two tools, together, will enable local decision-makers to track not only what funding is available and relevant to them, but also to assess how far federal funding as a whole is or is not enabling people to access economic mobility via increased lifetime income.
How One Data Dashboard Helps Small Cities Leverage Federal Funding
nlc.org
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First 5 LA is committed to L.A. County’s potential to shine as a region that prioritizes the needs of young children and families. Through our year-long process of data analysis, deep discussion, and community engagement, we’ve created a holistic and targeted approach that prioritizes resources and support where they are needed most. Learn more about the four key initiatives that will translate First 5 LA’s 2024–2029 Strategic Plan into meaningful action for children age 5 and younger across L.A. County. https://lnkd.in/gKSUtm3F #F5LAStrategicPlan
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How can small cities leverage federal funding to address their biggest challenges related to housing, education, workforce and health? The National League of Cities Federal Grant Equity Dashboard provides the data that enable city leaders to identify and prioritize their challenges. It also helps them make the case for the resources that are needed to effectively address the disparities in their communities. ? Learn more about the dashboard and how local leaders are using it to positive effect: https://lnkd.in/eWETnX4W
How One Data Dashboard Helps Small Cities Leverage Federal Funding
nlc.org
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?? Embracing Strong Communities: Why Supporting Families is Vital for City Success ?? In every thriving city, the heartbeat lies within its families. They are the cornerstone of our communities, shaping the fabric of society and driving progress forward. As we reflect on the essence of urban prosperity, it's crucial to recognize the pivotal role that supporting families plays in this equation. At InSight Youth and Family Connections, we understand the significance of family support in fostering a flourishing city environment. Our mission is centered around empowering families, strengthening bonds, and providing the necessary tools for growth. Here's why we believe this is integral for the success of any city: 1?? Social Cohesion: Families serve as the nucleus of social networks, fostering connections that extend far beyond their immediate circles. By bolstering family units, we enhance social cohesion within neighborhoods and communities, laying the groundwork for collaboration and unity. 2?? Economic Stability: Stable families are the bedrock of economic stability. When families are supported with resources, education, and opportunities, they contribute to a robust workforce and sustainable economic growth. Investing in family support programs yields long-term dividends for the city's prosperity. 3?? Community Resilience: Strong families are better equipped to weather life's challenges, whether it be economic hardships, health crises, or other adversities. By providing families with the necessary support systems and resources, we build resilient communities capable of bouncing back from setbacks and thriving in the face of adversity. 4?? Future Generations: Investing in families today is an investment in the future. By nurturing and empowering the next generation, we ensure a pipeline of capable, resilient individuals who are poised to lead and contribute to the continued success of our city. At InSight Youth and Family Connections, we are dedicated to actualizing these principles through our wide array of community-driven initiatives. From family and youth support services to youth development programs and educational resources, we strive to uplift and empower families, one life at a time. Visit InSight Youth and Family Connections to learn more about how we're making a difference and join us in our mission to build a stronger, more vibrant community. Together, we can create a city where every family thrives, and every individual has the opportunity to reach their full potential. #InSightYFC #FamilySupport #YouthSupport #CommunityEmpowerment #CitySuccess ??
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Systems Practice is a way to make sense of complex environments and uncover the dynamics that have the greatest potential for impact. Here we highlight the Rural Opportunity Institute's work done in the rural, majority-black community of Edgecombe County, NC to understand their system, analyze it to find points of leverage, and create pilots. Access the map here: https://lnkd.in/dryqwWvF The cycles they identified around trauma really resonate - for example, how a high ACE score (high childhood trauma) in the community decreases resilience, the “Boot Strap” Trap, Generational Poverty, or how people using negative coping behaviors to overcome trauma are the ones who need the most help but become the most isolated. One of their community members shared, "I’m watching my grandson’s face go through this map," explaining that she could track her grandson’s difficulties in the school system on the systems map. Reach out to learn more about using Kumu in a systems mapping practice! Rural Opportunity Institute Vichi Jagannathan Seth Saeugling, thanks for your inspiring work ?? #systemsthinking #dataviz #systems #complexadaptivesystems #ecosystems #ACE #intergenerationaltrauma #communityresilience
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??? Transforming Communities, Building Generational Wealth ?? Adenah Bayoh's journey from a Liberian refugee to a trailblazing real estate developer highlights a story of resilience, innovation, and community impact. Her latest project in Newark, New Jersey, is not just about housing but creating a holistic environment that addresses generational challenges and community upliftment and is a game-changer for low-income families and underserved communities. The groundbreaking work of Adenah Bayoh, New Jersey’s first Black female affordable housing developer is a 40-unit affordable housing development in Newark’s South Side with: Free Wi-Fi and computers for each family: Access to technology is a gateway to education, employment, and financial literacy, After-school tutoring for children: Investing in the next generation's education. ??? Transitional housing for homeless families: Creating a stable foundation for families to rebuild their lives. ?? Impact Beyond Housing Affordable housing gives families the breathing room to save, invest, and plan for the future, contributing to generational wealth. When housing is no longer a burden, families can focus on education, career growth, and wealth-building opportunities. ?????? ? Adenah’s philosophy is simple but profound: "I’m not just building houses; I’m building futures." We need more leaders like this - developers, entrepreneurs, and changemakers who are focused on creating lasting impacts for marginalized communities. With empowering families today, we are planting seeds for generational wealth tomorrow. This is the future of real estate development—one that centers community, equity, and long-term success. Let’s celebrate and support more projects that are investing in people and building generational wealth. ???? Gillian Marcelle, PhD Dr. Susan Swayze UCLA PhD, Duke MBA Shari Dunn Samantha Katz Mike Green Joe Ventrone Castleigh Johnson #CommunityImpact #GenerationalWealth #AffordableHousing #EconomicEmpowerment #blackwomenlead https://lnkd.in/ek_a2bF3
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?? Collecting quality data can help communities make sure their housing systems aren’t perpetuating racial disparities. According to ORS Impact’s 2023 research, about 75% of Built For Zero communities surveyed have already begun to take specific action toward countering racial disparities in housing outcomes. “All of our data is broken out by race and ethnicity, but also equitable housing outcomes,” shared the leader of one Built For Zero community. “So, everything — any housing outcomes, programs in the shelter, our own Homeless to Housing — everything is broken out to make sure that nothing is skewing in (a biased) direction.”" Learn more: https://bit.ly/4bwTysH
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?? Empty Desks: The Future of Greater Boston’s School Enrollment ?? Peter Ciurczak’s recent “Empty Desks” trilogy with Boston Indicators delves into #BostonPublicSchools' troubling enrollment trends. In his final installment of the series, Ciurczak examines the impact of shifting trends in birthrates, housing costs, and immigration patterns on Inner Core Communities and their school enrollment numbers. While numbers are falling in #Boston, they are rising in other communities, including wealthier suburbs and towns with increasing immigrant populations. ?? Most alarming of Ciurczak’s discoveries, K-2 enrollment has seen a significant drop across the region, suggesting an oncoming decline in overall school enrollment in Boston and surrounding municipalities. ?? Read more about these critical findings: https://lnkd.in/ga-rH3bc #Boston #Education #BostonPublicSchools #EnrollmentTrends #PublicSchools #EducationInsights #CommunityImpact #ShahFamilyFoundation
Empty Desks: School Enrollment Trends Across Inner Core Communities
bostonindicators.org
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Changing The Way All Economic Decisions Are Made! #DataEquity #DataSovereignty #GoodData #DataDiplomacy :-)
1 周Celebrate aLocal #DataEquityDay!