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Analytics

Big Data and Environmental Health

In the bustling city of Toledo, Ohio, a dilemma faces urban planners and public health officials alike: how to address the vibrant yet unmanaged wild vegetation surging in unmaintained city lots. On the surface, these green spaces may appear as urban oases, but a closer examination reveals complexities tied to local health outcomes and potential […]

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Analytics

Who Really Controls Implementation? Why Authority Matters More Than Buy-In

This article is part of Decision-Useful Implementation Science, an ongoing series exploring what implementation research actually tells us about putting evidence into practice. Using large-scale text analysis, natural language processing, and bibliometric methods, the project examines nearly 1.5 million PubMed-indexed publications from 1980 to 2025. Rather than reviewing individual studies, the series steps back to […]

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Analytics

The Comfortable Politics of Implementation Science

This article is part of Decision-Useful Implementation Science, an ongoing series exploring what implementation research actually tells us about putting evidence into practice. Using large-scale text analysis, natural language processing, and bibliometric methods, the project examines nearly 1.5 million PubMed-indexed publications from 1980 to 2025. Rather than reviewing individual studies, the series steps back to […]

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Analytics

Leadership Isn’t a Mechanism in Implementation Science

This article is part of Decision-Useful Implementation Science, an ongoing series exploring what implementation research actually tells us about putting evidence into practice. Using large-scale text analysis, natural language processing, and bibliometric methods, the project examines nearly 1.5 million PubMed-indexed publications from 1980 to 2025. Rather than reviewing individual studies, the series steps back to […]

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Analytics

The Missing Ingredient: Do Implementation Papers Actually Prioritize Barriers?

This article is part of Decision-Useful Implementation Science, an ongoing series exploring what implementation research actually tells us about putting evidence into practice. Using large-scale text analysis, natural language processing, and bibliometric methods, the project examines nearly 1.5 million PubMed-indexed publications from 1980 to 2025. Rather than reviewing individual studies, the series steps back to […]

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Analytics

Bridging Data Science Gaps in Public Health Training

Picture a bustling public health department, where a dedicated team of professionals is navigating the myriad challenges of improving community health. Within this environment, traditional approaches to public health are being fundamentally transformed by the power of data science. But there’s a catch: these professionals are experts in epidemiology and community health but often lack […]

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Analytics

Bridging Data and Action: Leveraging Community Health Assessments for Systematic Change

Imagine a bustling community meeting in Shelby County, Tennessee. Health department officials, local hospital representatives, and community advocates gather to discuss the latest public health data. Despite dozens of programs operating throughout the county, the meeting’s tone carries a familiar frustration: systemic health inequities persist, and the outcomes remain unchanged. It’s a scene playing out […]

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Analytics

A List Isn’t a Decision: Why Barrier and Facilitator Studies Don’t Always Help People Choose

This article is part of Decision-Useful Implementation Science, an ongoing series exploring what implementation research actually tells us about putting evidence into practice. Using large-scale text analysis, natural language processing, and bibliometric methods, the project examines nearly 1.5 million PubMed-indexed publications from 1980 to 2025. Rather than reviewing individual studies, the series steps back to […]

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Analytics

The End of Childhood? Why the World Is Running Out of Children

What Happens When Children Become a Minority? For nearly all of human history, societies have been built around children. That assumption is quietly disappearing. Across parts of Japan, elementary schools are closing because there are no longer enough children to fill their classrooms. Some former schools have been converted into community centers, apartment complexes, or […]

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Analytics

When Everything Is a Barrier, Nothing Is

This article is part of Decision-Useful Implementation Science, an ongoing series exploring what implementation research actually tells us about putting evidence into practice. Using large-scale text analysis, natural language processing, and bibliometric methods, the project examines nearly 1.5 million PubMed-indexed publications from 1980 to 2025. Rather than reviewing individual studies, the series steps back to […]

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